Heterogeneous Graph Transformer |
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun |
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code |
256 |
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding |
Xinyu Fu, Jiani Zhang, Ziqiao Meng, Irwin King |
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code |
193 |
Traffic Flow Prediction via Spatial Temporal Graph Neural Network |
Xiaoyang Wang, Yao Ma, Yiqi Wang, Wei Jin, Xin Wang, Jiliang Tang, Caiyan Jia, Jian Yu |
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code |
147 |
Graph Representation Learning via Graphical Mutual Information Maximization |
Zhen Peng, Wenbing Huang, Minnan Luo, Qinghua Zheng, Yu Rong, Tingyang Xu, Junzhou Huang |
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code |
126 |
Structural Deep Clustering Network |
Deyu Bo, Xiao Wang, Chuan Shi, Meiqi Zhu, Emiao Lu, Peng Cui |
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code |
109 |
A First Look at Commercial 5G Performance on Smartphones |
Arvind Narayanan, Eman Ramadan, Jason Carpenter, Qingxu Liu, Yu Liu, Feng Qian, ZhiLi Zhang |
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code |
98 |
Reinforced Negative Sampling over Knowledge Graph for Recommendation |
Xiang Wang, Yaokun Xu, Xiangnan He, Yixin Cao, Meng Wang, TatSeng Chua |
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code |
74 |
FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms |
Gourab K. Patro, Arpita Biswas, Niloy Ganguly, Krishna P. Gummadi, Abhijnan Chakraborty |
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code |
63 |
Generating Clarifying Questions for Information Retrieval |
Hamed Zamani, Susan T. Dumais, Nick Craswell, Paul N. Bennett, Gord Lueck |
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code |
63 |
Reducing Disparate Exposure in Ranking: A Learning To Rank Approach |
Meike Zehlike, Carlos Castillo |
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code |
53 |
A Category-Aware Deep Model for Successive POI Recommendation on Sparse Check-in Data |
Fuqiang Yu, Lizhen Cui, Wei Guo, Xudong Lu, Qingzhong Li, Hua Lu |
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code |
49 |
Algorithmic Effects on the Diversity of Consumption on Spotify |
Ashton Anderson, Lucas Maystre, Ian Anderson, Rishabh Mehrotra, Mounia Lalmas |
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code |
49 |
Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction |
Wen Wang, Wei Zhang, Shukai Liu, Qi Liu, Bo Zhang, Leyu Lin, Hongyuan Zha |
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code |
45 |
Correcting for Selection Bias in Learning-to-rank Systems |
Zohreh Ovaisi, Ragib Ahsan, Yifan Zhang, Kathryn Vasilaky, Elena Zheleva |
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code |
45 |
Financial Defaulter Detection on Online Credit Payment via Multi-view Attributed Heterogeneous Information Network |
Qiwei Zhong, Yang Liu, Xiang Ao, Binbin Hu, Jinghua Feng, Jiayu Tang, Qing He |
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code |
42 |
One2Multi Graph Autoencoder for Multi-view Graph Clustering |
Shaohua Fan, Xiao Wang, Chuan Shi, Emiao Lu, Ken Lin, Bai Wang |
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code |
42 |
Context-Aware Document Term Weighting for Ad-Hoc Search |
Zhuyun Dai, Jamie Callan |
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code |
41 |
Unsupervised Domain Adaptive Graph Convolutional Networks |
Man Wu, Shirui Pan, Chuan Zhou, Xiaojun Chang, Xingquan Zhu |
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code |
41 |
Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices |
Qinyong Wang, Hongzhi Yin, Tong Chen, Zi Huang, Hao Wang, Yanchang Zhao, Nguyen Quoc Viet Hung |
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code |
40 |
Influence Function based Data Poisoning Attacks to Top-N Recommender Systems |
Minghong Fang, Neil Zhenqiang Gong, Jia Liu |
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code |
39 |
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation |
Fajie Yuan, Xiangnan He, Haochuan Jiang, Guibing Guo, Jian Xiong, Zhezhao Xu, Yilin Xiong |
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code |
37 |
Dual Learning for Explainable Recommendation: Towards Unifying User Preference Prediction and Review Generation |
Peijie Sun, Le Wu, Kun Zhang, Yanjie Fu, Richang Hong, Meng Wang |
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code |
37 |
Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction |
Paolo Rosso, Dingqi Yang, Philippe CudréMauroux |
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code |
37 |
Traveling the token world: A graph analysis of Ethereum ERC20 token ecosystem |
Weili Chen, Tuo Zhang, Zhiguang Chen, Zibin Zheng, Yutong Lu |
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code |
34 |
Personalized Ranking with Importance Sampling |
Defu Lian, Qi Liu, Enhong Chen |
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code |
33 |
Snippext: Semi-supervised Opinion Mining with Augmented Data |
Zhengjie Miao, Yuliang Li, Xiaolan Wang, WangChiew Tan |
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code |
33 |
Learning Model-Agnostic Counterfactual Explanations for Tabular Data |
Martin Pawelczyk, Klaus Broelemann, Gjergji Kasneci |
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33 |
TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis |
Zilong Wang, Zhaohong Wan, Xiaojun Wan |
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code |
32 |
HTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction |
Linyi Yang, Tin Lok James Ng, Barry Smyth, Ruihai Dong |
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code |
31 |
Attentive Sequential Models of Latent Intent for Next Item Recommendation |
Md. Mehrab Tanjim, Congzhe Su, Ethan Benjamin, Diane Hu, Liangjie Hong, Julian J. McAuley |
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code |
30 |
Graph Enhanced Representation Learning for News Recommendation |
Suyu Ge, Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang |
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code |
30 |
Adversarial Attacks on Graph Neural Networks via Node Injections: A Hierarchical Reinforcement Learning Approach |
Yiwei Sun, Suhang Wang, Xianfeng Tang, TsungYu Hsieh, Vasant G. Honavar |
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code |
30 |
Déjà vu: A Contextualized Temporal Attention Mechanism for Sequential Recommendation |
Jibang Wu, Renqin Cai, Hongning Wang |
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code |
29 |
Measurements, Analyses, and Insights on the Entire Ethereum Blockchain Network |
Xi Tong Lee, Arijit Khan, Sourav Sen Gupta, Yu Hann Ong, Xuan Liu |
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code |
29 |
Adversarial Attack on Community Detection by Hiding Individuals |
Jia Li, Honglei Zhang, Zhichao Han, Yu Rong, Hong Cheng, Junzhou Huang |
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code |
29 |
Friend or Faux: Graph-Based Early Detection of Fake Accounts on Social Networks |
Adam Breuer, Roee Eilat, Udi Weinsberg |
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code |
29 |
Leading Conversational Search by Suggesting Useful Questions |
Corbin Rosset, Chenyan Xiong, Xia Song, Daniel Campos, Nick Craswell, Saurabh Tiwary, Paul N. Bennett |
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code |
28 |
Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning |
Wenhao Zhang, Wentian Bao, XiaoYang Liu, Keping Yang, Quan Lin, Hong Wen, Ramin Ramezani |
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code |
27 |
AutoMAP: Diagnose Your Microservice-based Web Applications Automatically |
Meng Ma, Jingmin Xu, Yuan Wang, Pengfei Chen, Zonghua Zhang, Ping Wang |
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code |
27 |
StageNet: Stage-Aware Neural Networks for Health Risk Prediction |
Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun |
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code |
27 |
LightRec: A Memory and Search-Efficient Recommender System |
Defu Lian, Haoyu Wang, Zheng Liu, Jianxun Lian, Enhong Chen, Xing Xie |
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code |
26 |
Discriminative Topic Mining via Category-Name Guided Text Embedding |
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Yu Zhang, Jiawei Han |
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code |
26 |
FiDo: Ubiquitous Fine-Grained WiFi-based Localization for Unlabelled Users via Domain Adaptation |
Xi Chen, Hang Li, Chenyi Zhou, Xue Liu, Di Wu, Gregory Dudek |
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code |
26 |
Beyond the Front Page: Measuring Third Party Dynamics in the Field |
Tobias Urban, Martin Degeling, Thorsten Holz, Norbert Pohlmann |
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code |
26 |
Learning to Hash with Graph Neural Networks for Recommender Systems |
Qiaoyu Tan, Ninghao Liu, Xing Zhao, Hongxia Yang, Jingren Zhou, Xia Hu |
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code |
25 |
Learning to Classify: A Flow-Based Relation Network for Encrypted Traffic Classification |
Wenbo Zheng, Chao Gou, Lan Yan, Shaocong Mo |
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code |
25 |
Facebook Ads Monitor: An Independent Auditing System for Political Ads on Facebook |
Márcio Silva, Lucas Santos de Oliveira, Athanasios Andreou, Pedro Olmo Stancioli Vaz de Melo, Oana Goga, Fabrício Benevenuto |
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code |
23 |
Conversational Contextual Bandit: Algorithm and Application |
Xiaoying Zhang, Hong Xie, Hang Li, John C. S. Lui |
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code |
23 |
Practical Data Poisoning Attack against Next-Item Recommendation |
Hengtong Zhang, Yaliang Li, Bolin Ding, Jing Gao |
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code |
23 |
Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning |
Wei Ye, Rui Xie, Jinglei Zhang, Tianxiang Hu, Xiaoyin Wang, Shikun Zhang |
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code |
23 |
Mixed Negative Sampling for Learning Two-tower Neural Networks in Recommendations |
Ji Yang, Xinyang Yi, Derek Zhiyuan Cheng, Lichan Hong, Yang Li, Simon Xiaoming Wang, Taibai Xu, Ed H. Chi |
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code |
22 |
Efficient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation |
Chong Chen, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma |
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code |
22 |
Efficient Maximal Balanced Clique Enumeration in Signed Networks |
Zi Chen, Long Yuan, Xuemin Lin, Lu Qin, Jianye Yang |
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code |
22 |
MadDroid: Characterizing and Detecting Devious Ad Contents for Android Apps |
Tianming Liu, Haoyu Wang, Li Li, Xiapu Luo, Feng Dong, Yao Guo, Liu Wang, Tegawendé F. Bissyandé, Jacques Klein |
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code |
22 |
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing |
Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Neil Zhenqiang Gong |
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code |
22 |
A Kernel of Truth: Determining Rumor Veracity on Twitter by Diffusion Pattern Alone |
Nir Rosenfeld, Aron Szanto, David C. Parkes |
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code |
21 |
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases |
Yu Liu, Quanming Yao, Yong Li |
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code |
21 |
Finding a Choice in a Haystack: Automatic Extraction of Opt-Out Statements from Privacy Policy Text |
Vinayshekhar Bannihatti Kumar, Roger Iyengar, Namita Nisal, Yuanyuan Feng, Hana Habib, Peter Story, Sushain Cherivirala, Margaret Hagan, Lorrie Faith Cranor, Shomir Wilson, Florian Schaub, Norman M. Sadeh |
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code |
21 |
Hierarchically Structured Transformer Networks for Fine-Grained Spatial Event Forecasting |
Xian Wu, Chao Huang, Chuxu Zhang, Nitesh V. Chawla |
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code |
21 |
Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection |
Yongchun Zhu, Dongbo Xi, Bowen Song, Fuzhen Zhuang, Shuai Chen, Xi Gu, Qing He |
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code |
20 |
"What Apps Did You Use?": Understanding the Long-term Evolution of Mobile App Usage |
Tong Li, Mingyang Zhang, Hancheng Cao, Yong Li, Sasu Tarkoma, Pan Hui |
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code |
20 |
MetaNER: Named Entity Recognition with Meta-Learning |
Jing Li, Shuo Shang, Ling Shao |
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code |
20 |
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network |
Jiaming Shen, Zhihong Shen, Chenyan Xiong, Chi Wang, Kuansan Wang, Jiawei Han |
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code |
20 |
How Much and When Do We Need Higher-order Informationin Hypergraphs? A Case Study on Hyperedge Prediction |
Seeun Yoon, HyungSeok Song, Kijung Shin, Yung Yi |
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code |
20 |
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation |
Jian Liu, Pengpeng Zhao, Fuzhen Zhuang, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Xiaofang Zhou, Hui Xiong |
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code |
19 |
OutfitNet: Fashion Outfit Recommendation with Attention-Based Multiple Instance Learning |
Yusan Lin, Maryam Moosaei, Hao Yang |
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code |
19 |
ASER: A Large-scale Eventuality Knowledge Graph |
Hongming Zhang, Xin Liu, Haojie Pan, Yangqiu Song, Cane WingKi Leung |
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code |
19 |
Unveiling Coordinated Groups Behind White Helmets Disinformation |
Diogo Pacheco, Alessandro Flammini, Filippo Menczer |
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code |
19 |
Towards Fine-grained Flow Forecasting: A Graph Attention Approach for Bike Sharing Systems |
Suining He, Kang G. Shin |
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code |
19 |
Comparing the Effects of DNS, DoT, and DoH on Web Performance |
Austin Hounsel, Kevin Borgolte, Paul Schmitt, Jordan Holland, Nick Feamster |
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code |
19 |
Clustering in graphs and hypergraphs with categorical edge labels |
Ilya Amburg, Nate Veldt, Austin R. Benson |
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code |
19 |
Novel Entity Discovery from Web Tables |
Shuo Zhang, Edgar Meij, Krisztian Balog, Ridho Reinanda |
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code |
19 |
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction |
Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng |
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code |
18 |
GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation |
Nikhil Goyal, Harsh Vardhan Jain, Sayan Ranu |
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code |
18 |
Relation Adversarial Network for Low Resource Knowledge Graph Completion |
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen |
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code |
18 |
Mobile App Squatting |
Yangyu Hu, Haoyu Wang, Ren He, Li Li, Gareth Tyson, Ignacio Castro, Yao Guo, Lei Wu, Guoai Xu |
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code |
18 |
NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network |
Jingbo Shang, Xinyang Zhang, Liyuan Liu, Sha Li, Jiawei Han |
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code |
18 |
Continuous-Time Link Prediction via Temporal Dependent Graph Neural Network |
Liang Qu, Huaisheng Zhu, Qiqi Duan, Yuhui Shi |
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code |
18 |
Personalized Employee Training Course Recommendation with Career Development Awareness |
Chao Wang, Hengshu Zhu, Chen Zhu, Xi Zhang, Enhong Chen, Hui Xiong |
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code |
17 |
Efficient Neural Interaction Function Search for Collaborative Filtering |
Quanming Yao, Xiangning Chen, James T. Kwok, Yong Li, ChoJui Hsieh |
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code |
17 |
Large-Scale Talent Flow Embedding for Company Competitive Analysis |
Le Zhang, Tong Xu, Hengshu Zhu, Chuan Qin, Qingxin Meng, Hui Xiong, Enhong Chen |
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code |
17 |
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on Text |
Mingxi Cheng, Shahin Nazarian, Paul Bogdan |
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code |
17 |
Keyword Search over Knowledge Graphs via Static and Dynamic Hub Labelings |
Yuxuan Shi, Gong Cheng, Evgeny Kharlamov |
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code |
17 |
Off-policy Learning in Two-stage Recommender Systems |
Jiaqi Ma, Zhe Zhao, Xinyang Yi, Ji Yang, Minmin Chen, Jiaxi Tang, Lichan Hong, Ed H. Chi |
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code |
17 |
Mitigating Misinformation in Online Social Network with Top-k Debunkers and Evolving User Opinions |
Akrati Saxena, Wynne Hsu, MongLi Lee, Hai Leong Chieu, Lynette Ng, LooNin Teow |
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code |
17 |
Fighting Against Deepfake: Patch&Pair Convolutional Neural Networks (PPCNN) |
Xurong Li, Kun Yu, Shouling Ji, Yan Wang, Chunming Wu, Hui Xue |
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code |
17 |
ASA: Adversary Situation Awareness via Heterogeneous Graph Convolutional Networks |
Rui Wen, Jianyu Wang, Chunming Wu, Jian Xiong |
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code |
17 |
Valve: Securing Function Workflows on Serverless Computing Platforms |
Pubali Datta, Prabuddha Kumar, Tristan Morris, Michael Grace, Amir Rahmati, Adam Bates |
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code |
16 |
What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities |
Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Li Song, Hui He, Yu Zheng |
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code |
16 |
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus |
Bang Liu, Haojie Wei, Di Niu, Haolan Chen, Yancheng He |
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code |
16 |
RLPer: A Reinforcement Learning Model for Personalized Search |
Jing Yao, Zhicheng Dou, Jun Xu, JiRong Wen |
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code |
15 |
Latent Linear Critiquing for Conversational Recommender Systems |
Kai Luo, Scott Sanner, Ga Wu, Hanze Li, Hojin Yang |
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code |
15 |
Text-to-SQL Generation for Question Answering on Electronic Medical Records |
Ping Wang, Tian Shi, Chandan K. Reddy |
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code |
15 |
EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks |
Siyuan Qiu, Binxia Xu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo, Chong Long, Xiaolong Li |
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code |
15 |
Privacy-preserving AI Services Through Data Decentralization |
Christian Meurisch, Bekir Bayrak, Max Mühlhäuser |
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code |
15 |
Becoming the Super Turker: Increasing Wages via a Strategy from High Earning Workers |
Saiph Savage, ChunWei Chiang, Susumu Saito, Carlos Toxtli, Jeffrey P. Bigham |
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code |
15 |
Towards Hybrid Human-AI Workflows for Unknown Unknown Detection |
Anthony Z. Liu, Santiago Guerra, Isaac Fung, Gabriel Matute, Ece Kamar, Walter S. Lasecki |
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code |
15 |
Structure-Feature based Graph Self-adaptive Pooling |
Liang Zhang, Xudong Wang, Hongsheng Li, Guangming Zhu, Peiyi Shen, Ping Li, Xiaoyuan Lu, Syed Afaq Ali Shah, Mohammed Bennamoun |
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code |
15 |
A Generalized and Fast-converging Non-negative Latent Factor Model for Predicting User Preferences in Recommender Systems |
Ye Yuan, Xin Luo, Mingsheng Shang, Di Wu |
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code |
14 |
Deep Adversarial Completion for Sparse Heterogeneous Information Network Embedding |
Kai Zhao, Ting Bai, Bin Wu, Bai Wang, Youjie Zhang, Yuanyu Yang, JianYun Nie |
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code |
14 |
SMART-KG: Hybrid Shipping for SPARQL Querying on the Web |
Amr Azzam, Javier D. Fernández, Maribel Acosta, Martin Beno, Axel Polleres |
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code |
14 |
Read Between the Lines: An Empirical Measurement of Sensitive Applications of Voice Personal Assistant Systems |
Faysal Hossain Shezan, Hang Hu, Jiamin Wang, Gang Wang, Yuan Tian |
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code |
14 |
OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation |
Ines Arous, Jie Yang, Mourad Khayati, Philippe CudréMauroux |
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code |
14 |
Multi-Context Attention for Entity Matching |
Dongxiang Zhang, Yuyang Nie, Sai Wu, Yanyan Shen, KianLee Tan |
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code |
14 |
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning |
Gaole He, Junyi Li, Wayne Xin Zhao, Peiju Liu, JiRong Wen |
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code |
14 |
Stop tracking me Bro! Differential Tracking of User Demographics on Hyper-Partisan Websites |
Pushkal Agarwal, Sagar Joglekar, Panagiotis Papadopoulos, Nishanth Sastry, Nicolas Kourtellis |
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code |
14 |
JSCleaner: De-Cluttering Mobile Webpages Through JavaScript Cleanup |
Moumena Chaqfeh, Yasir Zaki, Jacinta Hu, Lakshmi Subramanian |
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code |
14 |
Quantifying Engagement with Citations on Wikipedia |
Tiziano Piccardi, Miriam Redi, Giovanni Colavizza, Robert West |
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code |
14 |
Analyzing the Use of Audio Messages in WhatsApp Groups |
Alexandre Maros, Jussara M. Almeida, Fabrício Benevenuto, Marisa Vasconcelos |
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code |
14 |
Intention Modeling from Ordered and Unordered Facets for Sequential Recommendation |
Xueliang Guo, Chongyang Shi, Chuanming Liu |
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code |
13 |
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems |
Liu Yang, Minghui Qiu, Chen Qu, Cen Chen, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Haiqing Chen |
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code |
13 |
Layered Graph Embedding for Entity Recommendation using Wikipedia in the Yahoo! Knowledge Graph |
ChienChun Ni, Kin Sum Liu, Nicolas Torzec |
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code |
13 |
Patient-Trial Matching with Deep Embedding and Entailment Prediction |
Xingyao Zhang, Cao Xiao, Lucas Glass, Jimeng Sun |
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code |
13 |
Understanding User Behavior For Document Recommendation |
Xuhai Xu, Ahmed Hassan Awadallah, Susan T. Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh |
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code |
13 |
Directional and Explainable Serendipity Recommendation |
Xueqi Li, Wenjun Jiang, Weiguang Chen, Jie Wu, Guojun Wang, Kenli Li |
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code |
13 |
Ten Social Dimensions of Conversations and Relationships |
Minje Choi, Luca Maria Aiello, Krisztián Zsolt Varga, Daniele Quercia |
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code |
13 |
Seeding Network Influence in Biased Networks and the Benefits of Diversity |
AnaAndreea Stoica, Jessy Xinyi Han, Augustin Chaintreau |
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code |
13 |
Enhanced-RCNN: An Efficient Method for Learning Sentence Similarity |
Shuang Peng, Hengbin Cui, Niantao Xie, Sujian Li, Jiaxing Zhang, Xiaolong Li |
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code |
13 |
A Multimodal Variational Encoder-Decoder Framework for Micro-video Popularity Prediction |
Jiayi Xie, Yaochen Zhu, Zhibin Zhang, Jian Peng, Jing Yi, Yaosi Hu, Hongyi Liu, Zhenzhong Chen |
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code |
13 |
The Representativeness of Automated Web Crawls as a Surrogate for Human Browsing |
David Zeber, Sarah Bird, Camila Oliveira, Walter Rudametkin, Ilana Segall, Fredrik Wollsén, Martin Lopatka |
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code |
13 |
Dynamic Graph Convolutional Networks for Entity Linking |
Junshuang Wu, Richong Zhang, Yongyi Mao, Hongyu Guo, Masoumeh Soflaei, Jinpeng Huai |
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code |
13 |
MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection |
Mi Luo, Fei Chen, Pengxiang Cheng, Zhenhua Dong, Xiuqiang He, Jiashi Feng, Zhenguo Li |
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code |
12 |
Graph-Query Suggestions for Knowledge Graph Exploration |
Matteo Lissandrini, Davide Mottin, Themis Palpanas, Yannis Velegrakis |
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code |
12 |
Selective Weak Supervision for Neural Information Retrieval |
Kaitao Zhang, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu |
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code |
12 |
ROSE: Role-based Signed Network Embedding |
Amin Javari, Tyler Derr, Pouya Esmailian, Jiliang Tang, Kevin ChenChuan Chang |
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code |
12 |
Are These Comments Triggering? Predicting Triggers of Toxicity in Online Discussions |
Hind A. AlMerekhi, Haewoon Kwak, Joni Salminen, Bernard J. Jansen |
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code |
12 |
Leveraging Sentiment Distributions to Distinguish Figurative From Literal Health Reports on Twitter |
Rhys Biddle, Aditya Joshi, Shaowu Liu, Cécile Paris, Guandong Xu |
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code |
12 |
Generating Representative Headlines for News Stories |
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, You Wu, Cong Yu, Daniel Finnie, Hongkun Yu, Jiaqi Zhai, Nicholas Zukoski |
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code |
12 |
#Outage: Detecting Power and Communication Outages from Social Networks |
Udit Paul, Alexander Ermakov, Michael Nekrasov, Vivek Adarsh, Elizabeth M. Belding |
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12 |
Collective Multi-type Entity Alignment Between Knowledge Graphs |
Qi Zhu, Hao Wei, Bunyamin Sisman, Da Zheng, Christos Faloutsos, Xin Luna Dong, Jiawei Han |
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12 |
Multimodal Post Attentive Profiling for Influencer Marketing |
Seungbae Kim, JyunYu Jiang, Masaki Nakada, Jinyoung Han, Wei Wang |
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12 |
Keywords Generation Improves E-Commerce Session-based Recommendation |
Yuanxing Liu, Zhaochun Ren, WeiNan Zhang, Wanxiang Che, Ting Liu, Dawei Yin |
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11 |
Leveraging Passage-level Cumulative Gain for Document Ranking |
Zhijing Wu, Jiaxin Mao, Yiqun Liu, Jingtao Zhan, Yukun Zheng, Min Zhang, Shaoping Ma |
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11 |
Learning Temporal Interaction Graph Embedding via Coupled Memory Networks |
Zhen Zhang, Jiajun Bu, Martin Ester, Jianfeng Zhang, Chengwei Yao, Zhao Li, Can Wang |
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11 |
Identifying Referential Intention with Heterogeneous Contexts |
Wenhao Yu, Mengxia Yu, Tong Zhao, Meng Jiang |
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11 |
Domain Adaptive Multi-Modality Neural Attention Network for Financial Forecasting |
Dawei Zhou, Lecheng Zheng, Yada Zhu, Jianbo Li, Jingrui He |
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11 |
A Unifying Framework for Fairness-Aware Influence Maximization |
Golnoosh Farnadi, Behrouz Babaki, Michel Gendreau |
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11 |
Graph Attention Topic Modeling Network |
Liang Yang, Fan Wu, Junhua Gu, Chuan Wang, Xiaochun Cao, Di Jin, Yuanfang Guo |
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11 |
Open Knowledge Enrichment for Long-tail Entities |
Ermei Cao, Difeng Wang, Jiacheng Huang, Wei Hu |
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11 |
What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization |
Caleb Belth, Xinyi Zheng, Jilles Vreeken, Danai Koutra |
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11 |
Factoring Fact-Checks: Structured Information Extraction from Fact-Checking Articles |
Shan Jiang, Simon Baumgartner, Abe Ittycheriah, Cong Yu |
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11 |
Improving Learning Outcomes with Gaze Tracking and Automatic Question Generation |
Rohail Syed, Kevyn CollinsThompson, Paul N. Bennett, Mengqiu Teng, Shane Williams, Wendy W. Tay, Shamsi T. Iqbal |
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11 |
Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion |
Jiaxin Huang, Yiqing Xie, Yu Meng, Jiaming Shen, Yunyi Zhang, Jiawei Han |
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11 |
High Quality Candidate Generation and Sequential Graph Attention Network for Entity Linking |
Zheng Fang, Yanan Cao, Ren Li, Zhenyu Zhang, Yanbing Liu, Shi Wang |
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code |
10 |
Early Detection of User Exits from Clickstream Data: A Markov Modulated Marked Point Process Model |
Tobias Hatt, Stefan Feuerriegel |
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10 |
Clustering and Constructing User Coresets to Accelerate Large-scale Top-K Recommender Systems |
JyunYu Jiang, Patrick H. Chen, ChoJui Hsieh, Wei Wang |
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10 |
Understanding Electricity-Theft Behavior via Multi-Source Data |
Wenjie Hu, Yang Yang, Jianbo Wang, Xuanwen Huang, Ziqiang Cheng |
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10 |
Recommending Themes for Ad Creative Design via Visual-Linguistic Representations |
Yichao Zhou, Shaunak Mishra, Manisha Verma, Narayan Bhamidipati, Wei Wang |
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10 |
PyODDS: An End-to-end Outlier Detection System with Automated Machine Learning |
Yuening Li, Daochen Zha, Praveen Kumar Venugopal, Na Zou, Xia Hu |
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code |
10 |
Boilerplate Removal using a Neural Sequence Labeling Model |
Jurek Leonhardt, Avishek Anand, Megha Khosla |
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10 |
Explainable AI in Industry: Practical Challenges and Lessons Learned |
Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, Ankur Taly |
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10 |
Temporal Properties of Cyberbullying on Instagram |
Aabhaas Gupta, Wenxi Yang, Divya Sivakumar, Yasin N. Silva, Deborah L. Hall, Maria Camila Nardini Barioni |
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10 |
Fairness through Equality of Effort |
Wen Huang, Yongkai Wu, Lu Zhang, Xintao Wu |
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10 |
Complex Factoid Question Answering with a Free-Text Knowledge Graph |
Chen Zhao, Chenyan Xiong, Xin Qian, Jordan L. BoydGraber |
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10 |
An End-to-end Topic-Enhanced Self-Attention Network for Social Emotion Classification |
Chang Wang, Bang Wang |
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code |
10 |
Condition Aware and Revise Transformer for Question Answering |
Xinyan Zhao, Feng Xiao, Haoming Zhong, Jun Yao, Huanhuan Chen |
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code |
10 |
An Empirical Study of Android Security Bulletins in Different Vendors |
Sadegh Farhang, Mehmet Bahadir Kirdan, Aron Laszka, Jens Grossklags |
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10 |
Facebook Ads as a Demographic Tool to Measure the Urban-Rural Divide |
Daniele Rama, Yelena Mejova, Michele Tizzoni, Kyriaki Kalimeri, Ingmar Weber |
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9 |
Leveraging Behavioral Heterogeneity Across Markets for Cross-Market Training of Recommender Systems |
Kevin Roitero, Ben Carterette, Rishabh Mehrotra, Mounia Lalmas |
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9 |
When Recommender Systems Meet Fleet Management: Practical Study in Online Driver Repositioning System |
Zhe Xu, Chang Men, Peng Li, Bicheng Jin, Ge Li, Yue Yang, Chunyang Liu, Ben Wang, Xiaohu Qie |
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9 |
Few-Shot Learning for New User Recommendation in Location-based Social Networks |
Ruirui Li, Xian Wu, Xiusi Chen, Wei Wang |
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9 |
Review-guided Helpful Answer Identification in E-commerce |
Wenxuan Zhang, Wai Lam, Yang Deng, Jing Ma |
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9 |
Using Facebook Data to Measure Cultural Distance between Countries: The Case of Brazilian Cuisine |
Carolina Coimbra Vieira, Filipe Ribeiro, Pedro Olmo Stancioli Vaz de Melo, Fabrício Benevenuto, Emilio Zagheni |
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9 |
Don't Let Me Be Misunderstood: Comparing Intentions and Perceptions in Online Discussions |
Jonathan P. Chang, Justin Cheng, Cristian DanescuNiculescuMizil |
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9 |
Twitter User Location Inference Based on Representation Learning and Label Propagation |
Hechan Tian, Meng Zhang, Xiangyang Luo, Fenlin Liu, Yaqiong Qiao |
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9 |
Quantifying Gender Bias in Different Corpora |
Marzieh Babaeianjelodar, Stephen Lorenz, Josh Gordon, Jeanna N. Matthews, Evan Freitag |
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9 |
The Fast and The Frugal: Tail Latency Aware Provisioning for Coping with Load Variations |
Adithya Kumar, Iyswarya Narayanan, Timothy Zhu, Anand Sivasubramaniam |
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9 |
Discovering Mathematical Objects of Interest - A Study of Mathematical Notations |
André GreinerPetter, Moritz Schubotz, Fabian Müller, Corinna Breitinger, Howard S. Cohl, Akiko Aizawa, Bela Gipp |
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9 |
Bursts of Activity: Temporal Patterns of Help-Seeking and Support in Online Mental Health Forums |
Taisa Kushner, Amit Sharma |
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9 |
VisBERT: Hidden-State Visualizations for Transformers |
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers |
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9 |
iStory: Intelligent Storytelling with Social Data |
Amin Beheshti, Alireza Tabebordbar, Boualem Benatallah |
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9 |
Towards Complete Decentralised Verification of Data with Confidentiality: Different ways to connect Solid Pods and Blockchain |
Manoharan Ramachandran, Niaz Chowdhury, Allan Third, John Domingue, Kevin Quick, Michelle Bachler |
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9 |
Multiple Knowledge Syncretic Transformer for Natural Dialogue Generation |
Xiangyu Zhao, Longbiao Wang, Ruifang He, Ting Yang, Jinxin Chang, Ruifang Wang |
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9 |
Filter List Generation for Underserved Regions |
Alexander Sjösten, Peter Snyder, Antonio Pastor, Panagiotis Papadopoulos, Benjamin Livshits |
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9 |
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild |
Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun |
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9 |
Dolphin: A Spoken Language Proficiency Assessment System for Elementary Education |
Zitao Liu, Guowei Xu, Tianqiao Liu, Weiping Fu, Yubi Qi, Wenbiao Ding, Yujia Song, Chaoyou Guo, Cong Kong, Songfan Yang, Gale Yan Huang |
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9 |
MineThrottle: Defending against Wasm In-Browser Cryptojacking |
Weikang Bian, Wei Meng, Mingxue Zhang |
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9 |
Searching for polarization in signed graphs: a local spectral approach |
Han Xiao, Bruno Ordozgoiti, Aristides Gionis |
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8 |
Searching for Embeddings in a Haystack: Link Prediction on Knowledge Graphs with Subgraph Pruning |
Unmesh Joshi, Jacopo Urbani |
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8 |
Unbiased Learning to Rank: Counterfactual and Online Approaches |
Harrie Oosterhuis, Rolf Jagerman, Maarten de Rijke |
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8 |
Sub-linear RACE Sketches for Approximate Kernel Density Estimation on Streaming Data |
Benjamin Coleman, Anshumali Shrivastava |
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8 |
A Feedback Shift Correction in Predicting Conversion Rates under Delayed Feedback |
Shota Yasui, Gota Morishita, Komei Fujita, Masashi Shibata |
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8 |
Learning the Structure of Auto-Encoding Recommenders |
Farhan Khawar, Leonard K. M. Poon, Nevin L. Zhang |
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8 |
paper2repo: GitHub Repository Recommendation for Academic Papers |
Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher |
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8 |
Do podcasts and music compete with one another? Understanding users' audio streaming habits |
Ang Li, Alice Wang, Zahra Nazari, Praveen Chandar, Benjamin A. Carterette |
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8 |
Open Intent Extraction from Natural Language Interactions |
Nikhita Vedula, Nedim Lipka, Pranav Maneriker, Srinivasan Parthasarathy |
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code |
8 |
Leveraging Context for Neural Question Generation in Open-domain Dialogue Systems |
Yanxiang Ling, Fei Cai, Honghui Chen, Maarten de Rijke |
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code |
8 |
Learning Graph Neural Networks with Deep Graph Library |
Da Zheng, Minjie Wang, Quan Gan, Zheng Zhang, George Karypis |
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code |
8 |
Constructing Knowledge Graph for Social Networks in A Deep and Holistic Way |
Qi He, Jaewon Yang, Baoxu Shi |
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8 |
An Empirical Study of the Use of Integrity Verification Mechanisms for Web Subresources |
Bertil Chapuis, Olamide Omolola, Mauro Cherubini, Mathias Humbert, Kévin Huguenin |
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8 |
Dynamic Flow Distribution Prediction for Urban Dockless E-Scooter Sharing Reconfiguration |
Suining He, Kang G. Shin |
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8 |
Flowless: Extracting Densest Subgraphs Without Flow Computations |
Digvijay Boob, Yu Gao, Richard Peng, Saurabh Sawlani, Charalampos E. Tsourakakis, Di Wang, Junxing Wang |
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8 |
Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog |
Shen Gao, Xiuying Chen, Chang Liu, Li Liu, Dongyan Zhao, Rui Yan |
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code |
8 |
Correcting Knowledge Base Assertions |
Jiaoyan Chen, Xi Chen, Ian Horrocks, Erik B. Myklebust, Ernesto JiménezRuiz |
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code |
8 |
Designing Fairly Fair Classifiers Via Economic Fairness Notions |
Safwan Hossain, Andjela Mladenovic, Nisarg Shah |
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8 |
eDarkFind: Unsupervised Multi-view Learning for Sybil Account Detection |
Ramnath Kumar, Shweta Yadav, Raminta Daniulaityte, Francois R. Lamy, Krishnaprasad Thirunarayan, Usha Lokala, Amit P. Sheth |
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8 |
Multi-Objective Ranking Optimization for Product Search Using Stochastic Label Aggregation |
David Carmel, Elad Haramaty, Arnon Lazerson, Liane LewinEytan |
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7 |
Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems |
WangCheng Kang, Derek Zhiyuan Cheng, Ting Chen, Xinyang Yi, Dong Lin, Lichan Hong, Ed H. Chi |
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7 |
Automatic Boolean Query Formulation for Systematic Review Literature Search |
Harrisen Scells, Guido Zuccon, Bevan Koopman, Justin Clark |
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7 |
Metric Learning with Equidistant and Equidistributed Triplet-based Loss for Product Image Search |
Furong Xu, Wei Zhang, Yuan Cheng, Wei Chu |
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7 |
Ad Hoc Table Retrieval using Intrinsic and Extrinsic Similarities |
Roee Shraga, Haggai Roitman, Guy Feigenblat, Mustafa Canim |
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7 |
Don't Count Me Out: On the Relevance of IP Address in the Tracking Ecosystem |
Vikas Mishra, Pierre Laperdrix, Antoine Vastel, Walter Rudametkin, Romain Rouvoy, Martin Lopatka |
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7 |
Weakly Supervised Attention for Hashtag Recommendation using Graph Data |
Amin Javari, Zhankui He, Zijie Huang, Jeetu Raj, Kevin ChenChuan Chang |
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7 |
Learning Contextualized Document Representations for Healthcare Answer Retrieval |
Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser |
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7 |
Extracting Knowledge from Web Text with Monte Carlo Tree Search |
Guiliang Liu, Xu Li, Jiakang Wang, Mingming Sun, Ping Li |
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7 |
Distant Supervision for Multi-Stage Fine-Tuning in Retrieval-Based Question Answering |
Yuqing Xie, Wei Yang, Luchen Tan, Kun Xiong, Nicholas Jing Yuan, Baoxing Huai, Ming Li, Jimmy Lin |
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7 |
Proactive Discovery of Fake News Domains from Real-Time Social Media Feeds |
Zhouhan Chen, Juliana Freire |
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7 |
Fairness of Classification Using Users' Social Relationships in Online Peer-To-Peer Lending |
Yanying Li, Yue Ning, Rong Liu, Ying Wu, Wendy Hui Wang |
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7 |
ExtremeReader: An interactive explorer for customizable and explainable review summarization |
Xiaolan Wang, Yoshihiko Suhara, Natalie Nuno, Yuliang Li, Jinfeng Li, Nofar Carmeli, Stefanos Angelidis, Eser Kandogann, WangChiew Tan |
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7 |
Stable Model Semantics for Recursive SHACL |
Medina Andresel, Julien Corman, Magdalena Ortiz, Juan L. Reutter, Ognjen Savkovic, Mantas Simkus |
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7 |
Expanding Taxonomies with Implicit Edge Semantics |
Emaad A. Manzoor, Rui Li, Dhananjay Shrouty, Jure Leskovec |
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7 |
On the Robustness of Cascade Diffusion under Node Attacks |
Alvis Logins, Yuchen Li, Panagiotis Karras |
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7 |
A Digital Platform for Remote Healthcare Monitoring |
Shirin Enshaeifar, Payam M. Barnaghi, Severin Skillman, David J. Sharp, Ramin Nilforooshan, Helen Rostill |
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7 |
CityDNA Dynamics: A Model for Smart City Maturity and Performance Benchmarking |
Vaia Moustaka, Antonis Maitis, Athena Vakali, Leonidas G. Anthopoulos |
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7 |
Finding large balanced subgraphs in signed networks |
Bruno Ordozgoiti, Antonis Matakos, Aristides Gionis |
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7 |
The Pod People: Understanding Manipulation of Social Media Popularity via Reciprocity Abuse |
Janith Weerasinghe, Bailey Flanigan, Aviel J. Stein, Damon McCoy, Rachel Greenstadt |
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7 |
Predicting Drug Demand with Wikipedia Views: Evidence from Darknet Markets |
Sam Miller, Abeer ElBahrawy, Martin Dittus, Mark Graham, Joss Wright |
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7 |
Matching Cross Network for Learning to Rank in Personal Search |
Zhen Qin, Zhongliang Li, Michael Bendersky, Donald Metzler |
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6 |
Social Network Influence Ranking via Embedding Network Interactions for User Recommendation |
Hongbo Bo, Ryan McConville, Jun Hong, Weiru Liu |
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6 |
FairSearch: A Tool For Fairness in Ranked Search Results |
Meike Zehlike, Tom Sühr, Carlos Castillo, Ivan Kitanovski |
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6 |
Just SLaQ When You Approximate: Accurate Spectral Distances for Web-Scale Graphs |
Anton Tsitsulin, Marina Munkhoeva, Bryan Perozzi |
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6 |
RLIRank: Learning to Rank with Reinforcement Learning for Dynamic Search |
Jianghong Zhou, Eugene Agichtein |
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6 |
Adaptive Hierarchical Translation-based Sequential Recommendation |
Yin Zhang, Yun He, Jianling Wang, James Caverlee |
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6 |
Unsupervised Dual-Cascade Learning with Pseudo-Feedback Distillation for Query-Focused Extractive Summarization |
Haggai Roitman, Guy Feigenblat, Doron Cohen, Odellia Boni, David Konopnicki |
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6 |
Hybrid Reciprocal Recommender Systems: Integrating Item-to-User Principles in Reciprocal Recommendation |
James Neve, Iván Palomares |
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6 |
Discovering Strategic Behaviors for Collaborative Content-Production in Social Networks |
Yuxin Xiao, Adit Krishnan, Hari Sundaram |
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6 |
Towards Controllable Explanation Generation for Recommender Systems via Neural Template |
Lei Li, Li Chen, Yongfeng Zhang |
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6 |
A Multi-task Learning Framework for Road Attribute Updating via Joint Analysis of Map Data and GPS Traces |
Yifang Yin, Jagannadan Varadarajan, Guanfeng Wang, Xueou Wang, Dhruva Sahrawat, Roger Zimmermann, SeeKiong Ng |
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6 |
Few-Sample and Adversarial Representation Learning for Continual Stream Mining |
Zhuoyi Wang, Yigong Wang, Yu Lin, Evan Delord, Latifur Khan |
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6 |
Crowdsourcing Detection of Sampling Biases in Image Datasets |
Xiao Hu, Haobo Wang, Anirudh Vegesana, Somesh Dube, Kaiwen Yu, Gore Kao, ShuoHan Chen, YungHsiang Lu, George K. Thiruvathukal, Ming Yin |
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6 |
SETLBI: An Integrated Platform for Semantic Business Intelligence |
Rudra Pratap Deb Nath, Katja Hose, Torben Bach Pedersen, Oscar Romero, Amrit Bhattacharjee |
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6 |
MOZART: Design and Deployment of Advanced IoT Applications |
Ajay Krishna, Michel Le Pallec, Alejandro Martinez, Radu Mateescu, Gwen Salaün |
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6 |
RecipeGPT: Generative Pre-training Based Cooking Recipe Generation and Evaluation System |
Helena H. Lee, Shu Ke, Palakorn Achananuparp, Philips Kokoh Prasetyo, Yue Liu, EePeng Lim, Lav R. Varshney |
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6 |
Attention Please: Your Attention Check Questions in Survey Studies Can Be Automatically Answered |
Weiping Pei, Arthur Mayer, Kaylynn Tu, Chuan Yue |
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6 |
Reputation Agent: Prompting Fair Reviews in Gig Markets |
Carlos Toxtli, Angela RichmondFuller, Saiph Savage |
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6 |
NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction |
Wenxuan Zhou, Hongtao Lin, Bill Yuchen Lin, Ziqi Wang, Junyi Du, Leonardo Neves, Xiang Ren |
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6 |
Microsoft Recommenders: Best Practices for Production-Ready Recommendation Systems |
Andreas Argyriou, Miguel GonzálezFierro, Le Zhang |
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5 |
Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect Graphs |
Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis |
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5 |
Deep Global and Local Generative Model for Recommendation |
Huafeng Liu, Liping Jing, Jingxuan Wen, Zhicheng Wu, Xiaoyi Sun, Jiaqi Wang, Lin Xiao, Jian Yu |
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5 |
Why Do Competitive Markets Converge to First-Price Auctions? |
Renato Paes Leme, Balasubramanian Sivan, Yifeng Teng |
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5 |
Social Interactions or Business Transactions?What customer reviews disclose about Airbnb marketplace |
Giovanni Quattrone, Antonino Nocera, Licia Capra, Daniele Quercia |
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5 |
Learning Bi-directional Social Influence in Information Cascades using Graph Sequence Attention Networks |
Zhenhua Huang, Zhenyu Wang, Rui Zhang, Yangyang Zhao, Fadong Zheng |
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5 |
FakeFinder: Twitter Fake News Detection on Mobile |
Lin Tian, Xiuzhen Zhang, Min Peng |
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5 |
Long-Lived Agents on the Web: Continuous Acquisition of Behaviors in Hypermedia Environments |
Danai Vachtsevanou, Philip Junker, Andrei Ciortea, Iori Mizutani, Simon Mayer |
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5 |
Individual vs. Group Violent Threats Classification in Online Discussions |
Noman Ashraf, Rabia Mustafa, Grigori Sidorov, Alexander F. Gelbukh |
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5 |
An Intent-Based Automation Framework for Securing Dynamic Consumer IoT Infrastructures |
Vasudevan Nagendra, Arani Bhattacharya, Vinod Yegneswaran, Amir Rahmati, Samir Ranjan Das |
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5 |
Estimate the Implicit Likelihoods of GANs with Application to Anomaly Detection |
Shaogang Ren, Dingcheng Li, Zhixin Zhou, Ping Li |
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5 |
Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing |
Subendhu Rongali, Luca Soldaini, Emilio Monti, Wael Hamza |
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5 |
Domain Adaptation with Category Attention Network for Deep Sentiment Analysis |
Dongbo Xi, Fuzhen Zhuang, Ganbin Zhou, Xiaohu Cheng, Fen Lin, Qing He |
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5 |
From Closing Triangles to Closing Higher-Order Motifs |
Ryan A. Rossi, Anup Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed |
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5 |
Automatic Labeling of Tweets for Crisis Response Using Distant Supervision |
Reem AlRashdi, Simon O'Keefe |
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5 |
Clinical Report Auto-completion |
Siddharth Biswal, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun |
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5 |
Efficient Implicit Unsupervised Text Hashing using Adversarial Autoencoder |
Khoa D. Doan, Chandan K. Reddy |
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5 |
A Generic Solver Combining Unsupervised Learning and Representation Learning for Breaking Text-Based Captchas |
Sheng Tian, Tao Xiong |
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code |
5 |
Smaller, Faster & Lighter KNN Graph Constructions |
Rachid Guerraoui, AnneMarie Kermarrec, Olivier Ruas, François Taïani |
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code |
5 |
Abstractive Snippet Generation |
WeiFan Chen, Shahbaz Syed, Benno Stein, Matthias Hagen, Martin Potthast |
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5 |
Adversarial Cooperative Imitation Learning for Dynamic Treatment Regimes✱ |
Lu Wang, Wenchao Yu, Xiaofeng He, Wei Cheng, Martin Renqiang Ren, Wei Wang, Bo Zong, Haifeng Chen, Hongyuan Zha |
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5 |
Adaptive Low-level Storage of Very Large Knowledge Graphs |
Jacopo Urbani, Ceriel J. H. Jacobs |
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5 |
Herding a Deluge of Good Samaritans: How GitHub Projects Respond to Increased Attention |
Danaja Maldeniya, Ceren Budak, Lionel P. Robert Jr., Daniel M. Romero |
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Understanding the Performance Costs and Benefits of Privacy-focused Browser Extensions |
Kevin Borgolte, Nick Feamster |
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5 |
Envy, Regret, and Social Welfare Loss |
Riccardo ColiniBaldeschi, Stefano Leonardi, Okke Schrijvers, Eric Sodomka |
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code |
5 |
NCVis: Noise Contrastive Approach for Scalable Visualization |
Aleksandr Artemenkov, Maxim Panov |
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code |
5 |
End-to-End Deep Attentive Personalized Item Retrieval for Online Content-sharing Platforms |
JyunYu Jiang, Tao Wu, Georgios Roumpos, HengTze Cheng, Xinyang Yi, Ed H. Chi, Harish Ganapathy, Nitin Jindal, Pei Cao, Wei Wang |
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Using Cliques with Higher-order Spectral Embeddings Improves Graph Visualizations |
Huda Nassar, Caitlin Kennedy, Shweta Jain, Austin R. Benson, David F. Gleich |
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code |
4 |
Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation |
Mengyue Yang, Qingyang Li, Zhiwei (Tony) Qin, Jieping Ye |
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code |
4 |
Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media |
Payam Karisani, Joyce C. Ho, Eugene Agichtein |
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code |
4 |
CardioLearn: A Cloud Deep Learning Service for Cardiac Disease Detection from Electrocardiogram |
Shenda Hong, Zhaoji Fu, Rongbo Zhou, Jie Yu, Yongkui Li, Kai Wang, Guanlin Cheng |
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code |
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Conquering Cross-source Failure for News Credibility: Learning Generalizable Representations beyond Content Embedding |
YenHao Huang, TingWei Liu, SsuRui Lee, Fernando Henrique Calderon Alvarado, YiShin Chen |
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code |
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The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings |
Binny Mathew, Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier |
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code |
4 |
TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data |
Dongmin Park, Hwanjun Song, Minseok Kim, JaeGil Lee |
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code |
4 |
P-Simrank: Extending Simrank to Scale-Free Bipartite Networks |
Prasenjit Dey, Kunal Goel, Rahul Agrawal |
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code |
4 |
On Twitter Purge: A Retrospective Analysis of Suspended Users |
Farhan Asif Chowdhury, Lawrence Allen, Mohammad Yousuf, Abdullah Mueen |
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code |
4 |
The Diffusion of Mainstream and Disinformation News on Twitter: The Case of Italy and France |
Francesco Pierri |
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code |
4 |
The Positioning Matters: Estimating Geographical Bias in the Multilingual Record of Biographies on Wikipedia |
Pablo Beytía |
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code |
4 |
Go See a Specialist? Predicting Cybercrime Sales on Online Anonymous Markets from Vendor and Product Characteristics |
Rolf van Wegberg, Fieke Miedema, Ugur Akyazi, Arman Noroozian, Bram Klievink, Michel van Eeten |
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code |
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Learning from Cross-Modal Behavior Dynamics with Graph-Regularized Neural Contextual Bandit |
Xian Wu, Suleyman Cetintas, Deguang Kong, Miao Lu, Jian Yang, Nitesh V. Chawla |
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code |
4 |
Abstractive Event Summarization on Twitter |
Quanzhi Li, Qiong Zhang |
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code |
4 |
Dual-attentional Factorization-Machines based Neural Network for User Response Prediction |
Feng Liu, Wei Guo, Huifeng Guo, Ruiming Tang, Yunming Ye, Xiuqiang He |
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code |
4 |
Investigating Toxicity Across Multiple Reddit Communities, Users, and Moderators |
Hind A. AlMerekhi, Bernard J. Jansen, Haewoon Kwak |
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code |
4 |
Privacy, Altruism, and Experience: Estimating the Perceived Value of Internet Data for Medical Uses |
Gilie Gefen, Omer BenPorat, Moshe Tennenholtz, Elad YomTov |
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code |
4 |
Open Data User Needs: A Preliminary Synthesis |
Auriol Degbelo |
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code |
4 |
Designing for Trust: A Behavioral Framework for Sharing Economy Platforms |
Natã M. Barbosa, Emily Sun, Judd Antin, Paolo Parigi |
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code |
4 |
Examining Protest as An Intervention to Reduce Online Prejudice: A Case Study of Prejudice Against Immigrants |
Kai Wei, YuRu Lin, Muheng Yan |
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code |
4 |
Quality-aware Dynamic Task Assignment in Human+AI Crowd |
Masaki Kobayashi, Kei Wakabayashi, Atsuyuki Morishima |
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code |
4 |
HQADeepHelper: A Deep Learning System for Healthcare Question Answering |
Feng Luo, Xiaoli Wang, Qingfeng Wu, Jiayin Liang, Xueliang Qiu, Zhifeng Bao |
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code |
4 |
REST2Bot: Bridging the Gap between Bot Platforms and REST APIs |
MohammadAli YaghoubZadehFard, Shayan Zamanirad, Boualem Benatallah, Fabio Casati |
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code |
4 |
Entity Summarization in Knowledge Graphs: Algorithms, Evaluation, and Applications |
Gong Cheng, Kalpa Gunaratna, Evgeny Kharlamov |
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code |
4 |
Measuring Spatial Subdivisions in Urban Mobility with Mobile Phone Data |
Eduardo GraellsGarrido, Irene Meta, Feliu SerraBurriel, Patricio Reyes, Fernando M. Cucchietti |
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code |
4 |
Apophanies or Epiphanies? How Crawlers Impact Our Understanding of the Web |
Syed Suleman Ahmad, Muhammad Daniyal Dar, Muhammad Fareed Zaffar, Narseo VallinaRodriguez, Rishab Nithyanand |
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code |
4 |
Generating Multi-hop Reasoning Questions to Improve Machine Reading Comprehension |
Jianxing Yu, Xiaojun Quan, Qinliang Su, Jian Yin |
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code |
4 |
Deconstructing Google's Web Light Service |
Ammar Tahir, Muhammad Tahir Munir, Shaiq Munir Malik, Zafar Ayyub Qazi, Ihsan Ayyub Qazi |
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code |
4 |
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process |
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King |
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code |
4 |
A Data-Driven Metric of Incentive Compatibility |
Yuan Deng, Sébastien Lahaie, Vahab S. Mirrokni, Song Zuo |
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code |
4 |
Modeling and Aggregation of Complex Annotations via Annotation Distances |
Alexander Braylan, Matthew Lease |
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code |
4 |
Higher-Order Label Homogeneity and Spreading in Graphs |
Dhivya Eswaran, Srijan Kumar, Christos Faloutsos |
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code |
4 |
Deconstruct Densest Subgraphs |
Lijun Chang, Miao Qiao |
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code |
4 |
Improved Touch-screen Inputting Using Sequence-level Prediction Generation |
Xin Wang, Xu Li, Jinxing Yu, Mingming Sun, Ping Li |
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code |
4 |
Projection-based Relevance Model for Table Retrieval |
Roee Shraga, Haggai Roitman, Guy Feigenblat, Bar Weiner |
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code |
3 |
Boosting Recommender Systems with Advanced Embedding Models |
Gjorgjina Cenikj, Sonja Gievska |
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3 |
A Semantic Similarity-based Subgraph Matching Method for Improving Question Answering over RDF |
Shujun Wang, Jie Jiao, Xiaowang Zhang |
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3 |
"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead Personalization |
Bingqing Yu, Jacopo Tagliabue, Ciro Greco, Federico Bianchi |
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Dirty Clicks: A Study of the Usability and Security Implications of Click-related Behaviors on the Web |
Iskander SánchezRola, Davide Balzarotti, Christopher Kruegel, Giovanni Vigna, Igor Santos |
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3 |
Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding |
Zhuoren Jiang, Zheng Gao, Jinjiong Lan, Hongxia Yang, Yao Lu, Xiaozhong Liu |
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Distributed Continuous Home Care Provisioning through Personalized Monitoring & Treatment Planning |
Mathias De Brouwer, Pieter Bonte, Dörthe Arndt, Miel Vander Sande, Pieter Heyvaert, Anastasia Dimou, Ruben Verborgh, Filip De Turck, Femke Ongenae |
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3 |
Adaptive Probabilistic Word Embedding |
Shuangyin Li, Yu Zhang, Rong Pan, Kaixiang Mo |
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3 |
LOVBench: Ontology Ranking Benchmark |
Niklas Kolbe, PierreYves Vandenbussche, Sylvain Kubler, Yves Le Traon |
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code |
3 |
The Structure of Social Influence in Recommender Networks |
Pantelis Pipergias Analytis, Daniel Barkoczi, Philipp LorenzSpreen, Stefan Herzog |
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code |
3 |
Private Data Manipulation in Optimal Sponsored Search Auction |
Xiaotie Deng, Tao Lin, Tao Xiao |
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code |
3 |
Addressing the Target Customer Distortion Problem in Recommender Systems |
Xing Zhao, Ziwei Zhu, Majid Alfifi, James Caverlee |
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3 |
One Picture Is Worth a Thousand Words? The Pricing Power of Images in e-Commerce |
Christof Naumzik, Stefan Feuerriegel |
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code |
3 |
Activity-selection Behavior of Users in StackExchange Websites |
Anamika Chhabra, S. R. S. Iyengar |
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code |
3 |
Large-Scale Network-Traffic-Identification Method with Domain Adaptation |
Shun Tobiyama, Bo Hu, Kazunori Kamiya, Kenji Takahashi |
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code |
3 |
Analyzing and Detecting Adversarial Spam on a Large-scale Online APP Review System |
Jianyu Wang, Rui Wen, Chunming Wu, Jian Xiong |
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3 |
Semantic Textual Similarity of Sentences with Emojis |
Alok Debnath, Nikhil Pinnaparaju, Manish Shrivastava, Vasudeva Varma, Isabelle Augenstein |
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3 |
AirCalypse: Can Twitter Help in Urban Air Quality Measurement and Who are the Influential Users? |
Prithviraj Pramanik, Tamal Mondal, Subrata Nandi, Mousumi Saha |
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3 |
Stupify: A Hardware Countermeasure of KRACKs in WPA2 using Physically Unclonable Functions |
Urbi Chatterjee, Rajat Sadhukhan, Debdeep Mukhopadhyay, Rajat Subhra Chakraborty, Debashis Mahata, Mukesh M. Prabhu |
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3 |
Using Deep Learning for Temporal Forecasting of User Activity on Social Media: Challenges and Limitations |
Anthony Hernandez, Kin Wai Ng, Adriana Iamnitchi |
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code |
3 |
What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions |
Volodymyr Miz, Joëlle Hanna, Nicolas Aspert, Benjamin Ricaud, Pierre Vandergheynst |
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3 |
The Chameleon Attack: Manipulating Content Display in Online Social Media |
Aviad Elyashar, Sagi Uziel, Abigail Paradise, Rami Puzis |
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3 |
Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs |
TrungKien Tran, Mohamed H. GadElrab, Daria Stepanova, Evgeny Kharlamov, Jannik Strötgen |
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3 |
LSF-Join: Locality Sensitive Filtering for Distributed All-Pairs Set Similarity Under Skew |
Cyrus Rashtchian, Aneesh Sharma, David P. Woodruff |
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code |
3 |
Learning to Generate Correct Numeric Values in News Headlines |
Jui Chu, ChungChi Chen, HenHsen Huang, HsinHsi Chen |
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code |
3 |
QnAMaker: Data to Bot in 2 Minutes |
Parag Agrawal, Tulasi Menon, Aya Kamel, Michel Naim, Chaikesh Chouragade, Gurvinder Singh, Rohan Kulkarni, Anshuman Suri, Sahithi Katakam, Vineet Pratik, Prakul Bansal, Simerpreet Kaur, Anand Duggal, Achraf Chalabi, Prashant Choudhari, Somi Reddy Satti, Niranjan Nayak, Neha Rajput |
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3 |
Capturing Evolution in Word Usage: Just Add More Clusters? |
Matej Martinc, Syrielle Montariol, Elaine Zosa, Lidia Pivovarova |
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code |
3 |
Dynamic Network Modeling from Motif-Activity |
Giselle Zeno, Timothy La Fond, Jennifer Neville |
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code |
3 |
Multilingual Deception Detection by Autonomous Agents |
Evgeny Hershkovitch Neiterman, Moshe Bitan, Amos Azaria |
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3 |
Challenges in Forecasting Malicious Events from Incomplete Data |
Nazgol Tavabi, Andrés Abeliuk, Negar Mokhberian, Jeremy Abramson, Kristina Lerman |
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3 |
Entity Resolution in Dynamic Heterogeneous Networks |
Shubhranshu Shekhar, Deepak Pai, Sriram Ravindran |
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3 |
Crowd Teaching with Imperfect Labels |
Yao Zhou, Arun Reddy Nelakurthi, Ross Maciejewski, Wei Fan, Jingrui He |
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3 |
Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions |
Feiyang Pan, Xiang Ao, Pingzhong Tang, Min Lu, Dapeng Liu, Lei Xiao, Qing He |
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3 |
Experimental Evidence Extraction System in Data Science with Hybrid Table Features and Ensemble Learning |
Wenhao Yu, Wei Peng, Yu Shu, Qingkai Zeng, Meng Jiang |
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code |
3 |
Towards IP-based Geolocation via Fine-grained and Stable Webcam Landmarks |
Zhihao Wang, Qiang Li, Jinke Song, Haining Wang, Limin Sun |
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3 |
Keeping out the Masses: Understanding the Popularity and Implications of Internet Paywalls |
Panagiotis Papadopoulos, Peter Snyder, Dimitrios Athanasakis, Benjamin Livshits |
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code |
3 |
Inferring Passengers' Interactive Choices on Public Transits via MA-AL: Multi-Agent Apprenticeship Learning |
Mingzhou Yang, Yanhua Li, Xun Zhou, Hui Lu, Zhihong Tian, Jun Luo |
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3 |
Liquidity in Credit Networks with Constrained Agents |
Geoffrey Ramseyer, Ashish Goel, David Mazières |
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3 |
Dark Matter: Uncovering the DarkComet RAT Ecosystem |
Brown Farinholt, Mohammad Rezaeirad, Damon McCoy, Kirill Levchenko |
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3 |
Natural Key Discovery in Wikipedia Tables |
Leon Bornemann, Tobias Bleifuß, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava |
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code |
3 |
War of Words: The Competitive Dynamics of Legislative Processes |
Victor Kristof, Matthias Grossglauser, Patrick Thiran |
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code |
3 |
Personalized Ranking in eCommerce Search |
Grigor Aslanyan, Aritra Mandal, Prathyusha Senthil Kumar, Amit Jaiswal, Manojkumar Rangasamy Kannadasan |
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A Two-stage Conversational Query Rewriting Model with Multi-task Learning |
Shuangyong Song, Chao Wang, Qianqian Xie, Xinxing Zu, Huan Chen, Haiqing Chen |
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Hierarchical Visual-aware Minimax Ranking Based on Co-purchase Data for Personalized Recommendation |
Xiaoya Chong, Qing Li, Howard Leung, Qianhui Men, Xianjin Chao |
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code |
2 |
Extracting Personal Information from Conversations |
Anna Tigunova |
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code |
2 |
Dynamic Composition for Conversational Domain Exploration |
Idan Szpektor, Deborah Cohen, Gal Elidan, Michael Fink, Avinatan Hassidim, Orgad Keller, Sayali Kulkarni, Eran Ofek, Sagie Pudinsky, Asaf Revach, Shimi Salant, Yossi Matias |
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Negative Purchase Intent Identification in Twitter |
Samed Atouati, Xiao Lu, Mauro Sozio |
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Towards Detection of Subjective Bias using Contextualized Word Embeddings |
Kartikey Pant, Tanvi Dadu, Radhika Mamidi |
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code |
2 |
An End-to-End Tool for News Processing and Semantic Search |
Quanzhi Li, Satish Avadhanam, Qiong Zhang |
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code |
2 |
Earn More Social Attention: User Popularity Based Tag Recommendation System |
Xueting Wang, Yiwei Zhang, Toshihiko Yamasaki |
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code |
2 |
Studying Political Bias via Word Embeddings |
Joshua Gordon, Marzieh Babaeianjelodar, Jeanna N. Matthews |
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code |
2 |
Deep Rating Elicitation for New Users in Collaborative Filtering |
Wonbin Kweon, SeongKu Kang, Junyoung Hwang, Hwanjo Yu |
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code |
2 |
Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based Web Spam Detection |
Joyce Jiyoung Whang, Yeonsung Jung, Seonggoo Kang, Dongho Yoo, Inderjit S. Dhillon |
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code |
2 |
Query-Efficient Correlation Clustering |
David GarcíaSoriano, Konstantin Kutzkov, Francesco Bonchi, Charalampos E. Tsourakakis |
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2 |
Provably and Efficiently Approximating Near-cliques using the Turán Shadow: PEANUTS |
Shweta Jain, C. Seshadhri |
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code |
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Natural Language Annotations for Search Engine Optimization |
Porter Jenkins, Jennifer Zhao, Heath Vinicombe, Anant Subramanian, Arun Prasad, Atillia Dobi, Eileen Li, Yunsong Guo |
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code |
2 |
Methods to Evaluate Temporal Cognitive Biases in Machine Learning Prediction Models |
Christopher G. Harris |
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Mining Points-of-Interest for Explaining Urban Phenomena: A Scalable Variational Inference Approach |
Christof Naumzik, Patrick Zoechbauer, Stefan Feuerriegel |
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2 |
Q-BERT: A BERT-based Framework for Computing SPARQL Similarity in Natural Language |
Chunpei Wang, Xiaowang Zhang |
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2 |
E-sports Report path and mode: A Case Study on China Youth Online |
Wenjie Zhou, Zhe Yang Zhou |
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2 |
Designing Social Machines for Tackling Online Disinformation |
Antonia Wild, Andrei Ciortea, Simon Mayer |
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Representativeness of Abortion Legislation Debate on Twitter: A Case Study in Argentina and Chile |
Eduardo GraellsGarrido, Ricardo BaezaYates, Mounia Lalmas |
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2 |
Adversarial Bandits Policy for Crawling Commercial Web Content |
Shuguang Han, Michael Bendersky, Przemek Gajda, Sergey Novikov, Marc Najork, Bernhard Brodowsky, Alexandrin Popescul |
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Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification |
Yaowei Zheng, Richong Zhang, Suyuchen Wang, Samuel Mensah, Yongyi Mao |
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code |
2 |
Data Aware Web-Assembly Function Placement |
Mayank Tiwary, Pritish Mishra, Shashank Jain, Deepak Puthal |
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code |
2 |
Fast Hierarchical Graph Clustering in Linear-Time |
Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim |
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code |
2 |
Modeling Fine-Grained Human Mobility on Cellular Networks |
Zhihan Fang, Guang Wang, Desheng Zhang |
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2 |
Optimizing Ontology Materialization with Equivalent Role and Inverse Role Rewriting |
Xiaoyu Qin, Xiaowang Zhang, Zhiyong Feng |
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code |
2 |
Contour Accentuation for Transfer Learning-Based Ship Recognition Method |
ChiHua Chen, Yizhuo Zhang, Wenzhong Guo, Mingyang Pan, Lingjuan Lyu, ChiaYu Lin |
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code |
2 |
Hedging via Opinion-based Pair Trading Strategy |
TingWei Hsu, ChungChi Chen, HenHsen Huang, Meng Chang Chen, HsinHsi Chen |
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code |
2 |
Predicting Missing Information of Vulnerability Reports |
Hao Guo, Zhenchang Xing, Xiaohong Li |
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code |
2 |
Detecting Uncertainty in Text using Multi-Channel CNN-TreeBiLSTM Network |
Manjira Sinha, Tirthankar Dasgupta |
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2 |
Keeping Their Words: Direct and Indirect Chinese Quote Attribution from Newspapers |
KuanLin Lee, YuChung Cheng, PaiLin Chen, HenHsen Huang |
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2 |
Social Media Dark Side Content Detection using Transfer Learning Emphasis on Hate and Conflict |
Zewdie Mossie |
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code |
2 |
Mining Signed Networks: Theory and Applications: Tutorial proposal for the Web Conference 2020 |
Aristides Gionis, Antonis Matakos, Bruno Ordozgoiti, Han Xiao |
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code |
2 |
Explainable Detection of Fake News and Cyberbullying on Social Media |
ChengTe Li |
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2 |
Misinformation Battle Revisited: Counter Strategies from Clinics to Artificial Intelligence |
Amir Ebrahimi Fard, Shajeeshan Lingeswaran |
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code |
2 |
Games for Fairness and Interpretability |
Eric Chu, Nabeel Gillani, Sneha Priscilla Makini |
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2 |
Probabilistic Logic Graph Attention Networks for Reasoning |
L. Vivek Harsha Vardhan, Guo Jia, Stanley Kok |
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Open Geodata Reuse: Towards Natural Language Interfaces to Web APIs |
Auriol Degbelo, Ang Sherpa |
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code |
2 |
Power-Law Graphs Have Minimal Scaling of Kemeny Constant for Random Walks |
Wanyue Xu, Yibin Sheng, Zuobai Zhang, Haibin Kan, Zhongzhi Zhang |
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Client Insourcing: Bringing Ops In-House for Seamless Re-engineering of Full-Stack JavaScript Applications |
Kijin An, Eli Tilevich |
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Nowhere to Hide: Cross-modal Identity Leakage between Biometrics and Devices |
Chris Xiaoxuan Lu, Yang Li, Yuanbo Xiangli, Zhengxiong Li |
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CellRep: Usage Representativeness Modeling and Correction Based on Multiple City-Scale Cellular Networks |
Zhihan Fang, Guang Wang, Shuai Wang, Chaoji Zuo, Fan Zhang, Desheng Zhang |
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code |
2 |
Fast Generating A Large Number of Gumbel-Max Variables |
Yiyan Qi, Pinghui Wang, Yuanming Zhang, Junzhou Zhao, Guangjian Tian, Xiaohong Guan |
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code |
2 |
AutoNav: Evaluation and Automatization of Web Navigation Policies |
Benjamin Eriksson, Andrei Sabelfeld |
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The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance |
Brit Youngmann, Elad YomTov, Ran GiladBachrach, Danny Karmon |
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DyCRS: Dynamic Interpretable Postoperative Complication Risk Scoring |
Wen Wang, Han Zhao, Honglei Zhuang, Nirav Shah, Rema Padman |
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LOREM: Language-consistent Open Relation Extraction from Unstructured Text |
Tom Harting, Sepideh Mesbah, Christoph Lofi |
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code |
2 |
Interpretable Complex Question Answering |
Soumen Chakrabarti |
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code |
2 |
A Cue Adaptive Decoder for Controllable Neural Response Generation |
Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
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2 |
Clustering with a faulty oracle |
Kasper Green Larsen, Michael Mitzenmacher, Charalampos E. Tsourakakis |
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2 |
Detecting Undisclosed Paid Editing in Wikipedia |
Nikesh Joshi, Francesca Spezzano, Mayson Green, Elijah Hill |
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code |
2 |
What Sparks Joy: The AffectVec Emotion Database |
Shahab Raji, Gerard de Melo |
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code |
2 |
Sampling Query Variations for Learning to Rank to Improve Automatic Boolean Query Generation in Systematic Reviews |
Harrisen Scells, Guido Zuccon, Mohamed A. Sharaf, Bevan Koopman |
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The Difference Between a Click and a Cart-Add: Learning Interaction-Specific Embeddings |
Xiaoting Zhao, Raphael Louca, Diane Hu, Liangjie Hong |
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Graph Embedding with Personalized Context Distribution |
Di Huang, Zihao He, Yuzhong Huang, Kexuan Sun, Sami AbuElHaija, Bryan Perozzi, Kristina Lerman, Fred Morstatter, Aram Galstyan |
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TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce |
Shuangyong Song, Chao Wang, Haiqing Chen, Huan Chen |
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Treating Cold Start in Product Search by Priors |
Parth Gupta, Tommaso Dreossi, Jan Bakus, YuHsiang Lin, Vamsi Salaka |
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Automatic Knowledge Fusion in Transferrable Networks for Semantic Text Matching |
Cen Chen, YaLin Zhang, Minghui Qiu, Bingzhe Wu, Li Wang, Longfei Li, Jun Zhou |
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RNR: A Generic Bayesian-based Framework for Enhancing Top-N Recommender Systems |
RongQin Xu, MingYang Zhou, Hao Liao |
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Active Domain Transfer on Network Embedding |
Lichen Jin, Yizhou Zhang, Guojie Song, Yilun Jin |
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Natura: Towards Conversational Analytics for Comparing and Contrasting Time Series |
Shima Imani, Eamonn J. Keogh |
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A Knowledge-Enriched Model for Emotional Conversation Generation |
Ao Zhang, Shizhan Chen, Xiaowang Zhang, Rui Li, Xinzhi Zhang |
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Edgify: Resource Allocation Optimization for Edge Clouds Using Stable Matching |
Jiaqi Wang, Zac Lu, Eyhab AlMasri |
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Wikimedia Public (Research) Resources |
Diego SáezTrumper, Miriam Redi |
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Matching Ukrainian Wikipedia Red Links with English Wikipedia's Articles |
Kateryna Liubonko, Diego SáezTrumper |
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Scaling PageRank to 100 Billion Pages |
Stergios Stergiou |
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Time Series Forecasting for Cold-Start Items by Learning from Related Items using Memory Networks |
Ayush Chauhan, Archiki Prasad, Parth Gupta, Amiredddy Prashanth Reddy, Shiv Kumar Saini |
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CrEOS: Identifying Critical Events in Online Sessions |
Meghanath Macha, Shankar Venkitachalam, Deepak Pai |
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Mitigating Cognitive Biases in Machine Learning Algorithms for Decision Making |
Christopher G. Harris |
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Fast and Accurate Estimation of Typed Graphlets |
Ryan A. Rossi, Anup Rao, Tung Mai, Nesreen K. Ahmed |
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Why do Instagram Users Tag Friends in Comments? |
Jiwon Kang, Jeewoo Yoon, Jinyoung Han |
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A Convolutional Approach for Estimating Popularity of New Branch Stores |
Fandel Lin, HsunPing Hsieh |
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A User-Centered Handoff Procedure in 5G Cellular Networks |
Hu Zhao, Eyhab AlMasri |
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TaxAA: a Reliable Tax Auditor Assistant for Exploring Suspicious Transactions |
Zhichao Zha |
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A Hierarchical Clustering Algorithm for Characterizing Social Media Users |
Priyanka Sinha, Lipika Dey, Pabitra Mitra, Dilys Thomas |
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Improved Advertisement Targeting via Fine-grained Location Prediction using Twitter |
Shogo Matsuno, Sakae Mizuki, Takeshi Sakaki |
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Training Machine Learning Models With Causal Logic |
Ang Li, Suming J. Chen, Jingzheng Qin, Zhen Qin |
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Disinformation from the Inside: Combining Machine Learning and Journalism to Investigate Sockpuppet Campaigns |
Christopher Schwartz, Rebekah Overdorf |
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Convex Fairness Constrained Model Using Causal Effect Estimators |
Hikaru Ogura, Akiko Takeda |
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Domain-Specific Automatic Scholar ProfilingBased on Wikipedia |
Ziang Chuai, Qian Geng, Jian Jin |
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Frozen Binomials on the Web: Word Ordering and Language Conventions in Online Text |
Katherine Van Koevering, Austin R. Benson, Jon M. Kleinberg |
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PG2S+: Stack Distance Construction Using Popularity, Gap and Machine Learning |
Jiangwei Zhang, Y. C. Tay |
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Real-Time Clustering for Large Sparse Online Visitor Data |
Gromit YeukYin Chan, Fan Du, Ryan A. Rossi, Anup B. Rao, Eunyee Koh, Cláudio T. Silva, Juliana Freire |
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Asymptotic Behavior of Sequence Models |
Flavio Chierichetti, Ravi Kumar, Andrew Tomkins |
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Metapath-Guided Credit Allocation for Identifying Representative Works |
Peng Bao, Jiahui Wang |
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Dynamic VNF Placement for Mapping Service Function Chain Requests in NFV-enabled Networks |
Yi Yue, Bo Cheng, Xuan Liu, Meng Wang, Biyi Li |
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Selecting Representative Thumbnail Image and Video Clip from a Video via Bullet Screen |
YunYa Huang, TongYi Kuo, HungHsuan Chen |
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Scientific Collaboration Sustainability Prediction Based on H-index Reciprocity |
Wei Wang, Junyang Chen, Weiwei Sun, Zhiguo Gong |
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Traffic Light Control with Real-Time Vehicle License Plate Recognition |
Fandel Lin, ShiuanTyng Lin, JieYu Fang, HsunPing Hsieh |
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Statistical Modeling of Harassment against Reddit Moderators |
Hind A. AlMerekhi, Haewoon Kwak, Bernard J. Jansen |
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Learning Topic Map from Large Scale Social Media Data |
HuiKuo Yang |
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Forecasting Big Time Series: Theory and Practice |
Christos Faloutsos, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Yuyang Wang |
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Mobile Cyber-Physical Systems for Smart Cities |
Desheng Zhang |
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Toward Characterizing Cities with Social Media Images Using Activity Recognition, Topic Modeling and Visualization |
Daniela Opitz, Eduardo GraellsGarrido, Ignacio PérezMessina |
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Collaboration of Open Content News in Wikipedia: The Role and Impact of Gatekeepers |
Ang Li, Rosta Farzan |
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Neural Zero-Shot Fine-Grained Entity Typing |
Yankun Ren, Jianbin Lin, Jun Zhou |
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De-Kodi: Understanding the Kodi Ecosystem |
Marc Anthony Warrior, Yunming Xiao, Matteo Varvello, Aleksandar Kuzmanovic |
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Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information Diets |
Roland Aydin, Lars Klein, Arnaud Miribel, Robert West |
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Efficient Algorithms towards Network Intervention |
HuiJu Hung, WangChien Lee, DeNian Yang, ChihYa Shen, Zhen Lei, SyMiin Chow |
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A Generic Edge-Empowered Graph Convolutional Network via Node-Edge Mutual Enhancement |
Pengyang Wang, Jiaping Gui, Zhengzhang Chen, Junghwan Rhee, Haifeng Chen, Yanjie Fu |
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Visual Concept Naming: Discovering Well-Recognized Textual Expressions of Visual Concepts |
Masayasu Muraoka, Tetsuya Nasukawa, Rudy Raymond, Bishwaranjan Bhattacharjee |
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ResQueue: A Smarter Datacenter Flow Scheduler |
Hamed Rezaei, Balajee Vamanan |
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Evolution of a Web-Scale Near Duplicate Image Detection System |
Andrey Gusev, Jiajing Xu |
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Voice-based Reformulation of Community Answers |
Simone Filice, Nachshon Cohen, David Carmel |
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ShapeVis: High-dimensional Data Visualization at Scale |
Nupur Kumari, Siddarth R., Akash Rupela, Piyush Gupta, Balaji Krishnamurthy |
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I've Got Your Packages: Harvesting Customers' Delivery Order Information using Package Tracking Number Enumeration Attacks |
Simon S. Woo, Hanbin Jang, Woojung Ji, Hyoungshick Kim |
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Solving Billion-Scale Knapsack Problems |
Xingwen Zhang, Feng Qi, Zhigang Hua, Shuang Yang |
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Democratizing Content Creation and Dissemination through AI Technology |
WeiYing Ma |
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Multi-objective Ranking via Constrained Optimization |
Michinari Momma, Alireza Bagheri Garakani, Nanxun Ma, Yi Sun |
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Deep Transfer Learning for Search and Recommendation |
Yanen Li, Yang Yang, Sen Zhou, Jian Qiao, Bo Long |
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Stabilizing Neural Search Ranking Models |
Ruilin Li, Zhen Qin, Xuanhui Wang, Suming J. Chen, Donald Metzler |
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Recommendations under Multi-Product Purchase Behavior |
Theja Tulabandhula, Deeksha Sinha, Prasoon Patidar |
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Supervised Term Weight Training for Improving Question-Knowledge Matching in Chatbots |
Shuangyong Song, Chao Wang, Haiqing Chen, Huan Chen |
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Social Attentive Network for Live Stream Recommendation |
DungRu Yu, ChiaoChuan Chu, HsuChao Lai, JiunLong Huang |
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Towards Incomplete SPARQL Query in RDF Question Answering - A Semantic Completion Approach |
Jinhui Pang, Jie Jiao, Guangxi Ji, Yunjie Wu, Ding Zhang, Shujun Wang |
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Domain-specific Noisy Query Correction using Linguistic Network Community Detection |
Sangameshwar Patil |
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Measuring and Controlling Text Generation by Semantic Search |
JiehSheng Lee |
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PKE: A Model for Recommender Systems in Online Service Platform |
YunChien Tseng |
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Study on Price Consistency regarding Pack Size via Product Variant Retrieval and Pack Size Extraction |
Yang Liu, Chu Wang, Zuohua Zhang, Yongning Wu |
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Efficient Online Multi-Task Learning via Adaptive Kernel Selection |
Peng Yang, Ping Li |
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Hybrid-Voting: A Hybrid Structured Electronic Voting System |
PingLun Wang, ShaoHong Yang, HsuChun Hsiao |
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A Web Tool to Map Research Impacts Via Altmetrics |
Luís Fernando Monsores Passos Maia, Marcia Lenzi, Elaine Rabello, Jonice Oliveira |
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Structured Paragraph Embeddings of Financial Earnings Calls |
Porter Jenkins |
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Methods of Corporate Surveillance: a Primer on Experimental Transparency Research |
Isabel Wagner |
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Event-Related Query Classification with Deep Neural Networks |
Sahaj Gandhi, Behrooz Mansouri, Ricardo Campos, Adam Jatowt |
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Robust and Scalable Conversational AI |
YunNung Chen |
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Expanding the Scope of Reproducibility Research Through Data Analysis Replications |
Jake M. Hofman, Daniel G. Goldstein, Siddhartha Sen, Forough PoursabziSangdeh |
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Characterizing Search-Engine Traffic to Internet Research Agency Web Properties |
Alexander Spangher, Gireeja Ranade, Besmira Nushi, Adam Fourney, Eric Horvitz |
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PARS: Peers-aware Recommender System |
Huiqiang Mao, Yanzhi Li, Chenliang Li, Di Chen, Xiaoqing Wang, Yuming Deng |
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Embedding the Scientific Record on the Web: Towards Automating Scientific Discoveries |
Yolanda Gil |
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Cross-domain Ontology Construction and Alignment from Online Product Reviews |
Qian Geng, Siyu Deng, Danping Jia, Jian Jin |
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Differentially Private Stream Processing for the Semantic Web |
Daniele Dell'Aglio, Abraham Bernstein |
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Revealing Donation Dynamics in Social Live Video Streaming |
Adele Lu Jia, Yuanxing Rao, Hongru Li, Ran Tian, Siqi Shen |
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Towards Cost Effective Server Population Estimation: A Case Study of Twitch |
Caleb Wang, Hsi Chen, Polly Huang |
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Identifying Expert Intent Queries |
Manoj K. Agarwal, Jaldeep Vasavada |
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Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments |
Somit Gupta, Xiaolin Shi, Pavel A. Dmitriev, Xin Fu |
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Interpretable Methods for Identifying Product Variants |
Rebecca West, Khalifeh Al Jadda, Unaiza Ahsan, Huiming Qu, Xiquan Cui |
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Biases on Social Media Data: (Keynote Extended Abstract) |
Ricardo BaezaYates |
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In Opinion Holders' Shoes: Modeling Cumulative Influence for View Change in Online Argumentation |
Zhen Guo, Zhe Zhang, Munindar P. Singh |
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To be Tough or Soft: Measuring the Impact of Counter-Ad-blocking Strategies on User Engagement |
Shuai Zhao, Achir Kalra, Cristian Borcea, Yi Chen |
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Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020 |
Amal El Fallah Seghrouchni, Gita Sukthankar, TieYan Liu, Maarten van Steen |
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A Model for Quality Control of Customer Service |
Shuangyong Song, Chao Wang, Haiqing Chen, Huan Chen |
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Modeling Causal Impact of Textual Style on a Targeted Goal |
Gaurav Verma, Balaji Vasan Srinivasan, Shiv Kumar Saini, Niyati Chhaya |
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Network Analysis on Emotional Responses in International Disputes |
Dongwoo Lim, Fujio Toriumi, Kaori Hayashi |
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The Tongue Can Paint: Understanding Popularity in Podcasting Societies |
Hossein Shafiei, Ahmad Khonsari, Sina Kashipazha, Aresh Dadlani |
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DeepEncyclolink: A Cross-Encyclopedia, Cross-language Article-Linking System Based on Deep Learning |
Ka Ming Wong, ChiaMin Chuang, ChunKai Wu, YuChun Wang, Richard TzongHan Tsai |
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Keeping Passwords In Your Pocket: Managing Password Locally With Mobile Fingerprint Sensors |
PinYen Lin, ZhongYi Zhou, ChunMing Chang, HungWei Chen, ShuPo Tung, HsuChun Hsiao |
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From Fugu With Love: New Capabilities for the Web |
Thomas Steiner, Pete LePage, Thomas Nattestad, Rory McClelland, Alex Russell, Dominick Ng |
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Towards Web-based Etymological Hanzi Learning |
Yong Cheng, Sijia Ma, Jun Chen, Yingying Zhao, Yaolin Chen, Jingtao Wang, Jia Xing, Wenhui Guo, Yushi Jing, Genze Wu, Wenli Zhu |
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FIMS: Identifying, Predicting and Visualising Food Insecurity |
Georgiana NicaAvram, John Harvey, James Goulding, Benjamin Lucas, Andrew Smith, Gavin Smith, Bertrand Perrat |
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Customizing Your Own Route with QQIP. A Quantitative and Qualitative Itinerary Planner for New Transportation Routes |
Fandel Lin, JieYu Fang, HsunPing Hsieh |
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VirtualCrowd: A Simulation Platform for Microtask Crowdsourcing Campaigns |
Sihang Qiu, Alessandro Bozzon, GeertJan Houben |
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Enhancing Web App Execution with Automated Reengineering |
Kijin An |
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Effective Identification of Distinctive Wordmarks |
Sujatha Das Gollapalli, Kim Jung Jae |
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Investigating Cash Bail Patterns in Pennsylvania |
Roshan Santhosh, Shweta Chopra, Nupur Baghel, YiNung Huang, Marc Rauckhorst, Shubham Annadate |
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Toward An Interdisciplinary Methodology to Solve New (Old) Transportation Problems |
Eduardo GraellsGarrido, Vanessa Peña Araya |
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Citizens as More Than Sensors, Citizens as Agents for Change |
Saiph Savage |
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Incentivizing Contribution in DecentralizedCommunity Information Systems |
Peter de Lange, Michal Slupczynski, Ralf Klamma |
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A New Distance Geometry Method for Constructing Word and Sentence Vectors |
Leo Liberti |
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Mapping of Smart Cities in Order to Understand the Cities' Sustainability |
Carmen CantuariasVillessuzanne, Romain Weigel |
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Modeling Heterogeneous Statistical Patterns in High-dimensional Data by Adversarial Distributions: An Unsupervised Generative Framework |
Han Zhang, Wenhao Zheng, Charley Chen, Kevin Gao, Yao Hu, Ling Huang, Wei Xu |
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How Do We Create a Fantabulous Password? |
Simon S. Woo |
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Near-Perfect Recovery in the One-Dimensional Latent Space Model |
Yu Chen, Sampath Kannan, Sanjeev Khanna |
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Edge formation in Social Networks to Nurture Content Creators |
Chun Lo, Emilie de Longueau, Ankan Saha, Shaunak Chatterjee |
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Quantifying Community Characteristics of Maternal Mortality Using Social Media |
Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz |
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Architectures for Autonomy: Towards an Equitable Web of Data in the Age of AI |
Nigel Shadbolt |
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