Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks |
Guokun Lai, WeiCheng Chang, Yiming Yang, Hanxiao Liu |
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code |
442 |
Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks |
Jin Huang, Wayne Xin Zhao, Hongjian Dou, JiRong Wen, Edward Y. Chang |
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code |
179 |
Adversarial Personalized Ranking for Recommendation |
Xiangnan He, Zhankui He, Xiaoyu Du, TatSeng Chua |
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code |
174 |
Equity of Attention: Amortizing Individual Fairness in Rankings |
Asia J. Biega, Krishna P. Gummadi, Gerhard Weikum |
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code |
154 |
Collaborative Memory Network for Recommendation Systems |
Travis Ebesu, Bin Shen, Yi Fang |
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code |
148 |
Attentive Moment Retrieval in Videos |
Meng Liu, Xiang Wang, Liqiang Nie, Xiangnan He, Baoquan Chen, TatSeng Chua |
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code |
124 |
BiNE: Bipartite Network Embedding |
Ming Gao, Leihui Chen, Xiangnan He, Aoying Zhou |
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code |
114 |
Attentive Group Recommendation |
Da Cao, Xiangnan He, Lianhai Miao, Yahui An, Chao Yang, Richang Hong |
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code |
113 |
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate |
Xiao Ma, Liqin Zhao, Guan Huang, Zhi Wang, Zelin Hu, Xiaoqiang Zhu, Kun Gai |
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code |
99 |
Conversational Recommender System |
Yueming Sun, Yi Zhang |
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code |
97 |
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings |
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord |
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code |
93 |
Explainable Recommendation via Multi-Task Learning in Opinionated Text Data |
Nan Wang, Hongning Wang, Yiling Jia, Yue Yin |
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code |
82 |
Texygen: A Benchmarking Platform for Text Generation Models |
Yaoming Zhu, Sidi Lu, Lei Zheng, Jiaxian Guo, Weinan Zhang, Jun Wang, Yong Yu |
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code |
80 |
Attentive Recurrent Social Recommendation |
Peijie Sun, Le Wu, Meng Wang |
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code |
79 |
A Contextual Attention Recurrent Architecture for Context-Aware Venue Recommendation |
Jarana Manotumruksa, Craig Macdonald, Iadh Ounis |
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code |
72 |
Neural Compatibility Modeling with Attentive Knowledge Distillation |
Xuemeng Song, Fuli Feng, Xianjing Han, Xin Yang, Wei Liu, Liqiang Nie |
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code |
70 |
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach |
Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong |
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code |
68 |
The Rise of Guardians: Fact-checking URL Recommendation to Combat Fake News |
Nguyen Vo, Kyumin Lee |
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code |
64 |
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems |
Liu Yang, Minghui Qiu, Chen Qu, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Jun Huang, Haiqing Chen |
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code |
62 |
Unbiased Learning to Rank with Unbiased Propensity Estimation |
Qingyao Ai, Keping Bi, Cheng Luo, Jiafeng Guo, W. Bruce Croft |
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code |
60 |
Neural Approaches to Conversational AI |
Jianfeng Gao, Michel Galley, Lihong Li |
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code |
60 |
Learning a Deep Listwise Context Model for Ranking Refinement |
Qingyao Ai, Keping Bi, Jiafeng Guo, W. Bruce Croft |
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code |
57 |
Fast Scalable Supervised Hashing |
Xin Luo, Liqiang Nie, Xiangnan He, Ye Wu, ZhenDuo Chen, XinShun Xu |
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code |
54 |
Measuring the Utility of Search Engine Result Pages: An Information Foraging Based Measure |
Leif Azzopardi, Paul Thomas, Nick Craswell |
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code |
49 |
Deep Learning for Epidemiological Predictions |
Yuexin Wu, Yiming Yang, Hiroshi Nishiura, Masaya Saitoh |
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code |
45 |
Turning Clicks into Purchases: Revenue Optimization for Product Search in E-Commerce |
Liang Wu, Diane Hu, Liangjie Hong, Huan Liu |
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code |
41 |
Should I Follow the Crowd?: A Probabilistic Analysis of the Effectiveness of Popularity in Recommender Systems |
Rocío Cañamares, Pablo Castells |
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code |
40 |
Streaming Ranking Based Recommender Systems |
Weiqing Wang, Hongzhi Yin, Zi Huang, Qinyong Wang, Xingzhong Du, Quoc Viet Hung Nguyen |
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code |
39 |
Torch: A Search Engine for Trajectory Data |
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Zizhe Xie, Qizhi Liu, Xiaolin Qin |
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code |
37 |
Identifying Sub-events and Summarizing Disaster-Related Information from Microblogs |
Koustav Rudra, Pawan Goyal, Niloy Ganguly, Prasenjit Mitra, Muhammad Imran |
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code |
37 |
Analyzing and Characterizing User Intent in Information-seeking Conversations |
Chen Qu, Liu Yang, W. Bruce Croft, Johanne R. Trippas, Yongfeng Zhang, Minghui Qiu |
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code |
35 |
A Co-Memory Network for Multimodal Sentiment Analysis |
Nan Xu, Wenji Mao, Guandan Chen |
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code |
35 |
A Click Sequence Model for Web Search |
Alexey Borisov, Martijn Wardenaar, Ilya Markov, Maarten de Rijke |
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code |
33 |
Neural Query Performance Prediction using Weak Supervision from Multiple Signals |
Hamed Zamani, W. Bruce Croft, J. Shane Culpepper |
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code |
33 |
Multihop Attention Networks for Question Answer Matching |
Nam Khanh Tran, Claudia Niederée |
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code |
33 |
An Attribute-aware Neural Attentive Model for Next Basket Recommendation |
Ting Bai, JianYun Nie, Wayne Xin Zhao, Yutao Zhu, Pan Du, JiRong Wen |
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code |
33 |
Modeling Diverse Relevance Patterns in Ad-hoc Retrieval |
Yixing Fan, Jiafeng Guo, Yanyan Lan, Jun Xu, Chengxiang Zhai, Xueqi Cheng |
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code |
32 |
Convolution-based Memory Network for Aspect-based Sentiment Analysis |
Chuang Fan, Qinghong Gao, Jiachen Du, Lin Gui, Ruifeng Xu, KamFai Wong |
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code |
32 |
Predicting User Knowledge Gain in Informational Search Sessions |
Ran Yu, Ujwal Gadiraju, Peter Holtz, Markus Rokicki, Philipp Kemkes, Stefan Dietze |
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code |
31 |
Chat More: Deepening and Widening the Chatting Topic via A Deep Model |
Wenjie Wang, Minlie Huang, XinShun Xu, Fumin Shen, Liqiang Nie |
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code |
31 |
Attention-driven Factor Model for Explainable Personalized Recommendation |
Jingwu Chen, Fuzhen Zhuang, Xin Hong, Xiang Ao, Xing Xie, Qing He |
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code |
29 |
Utilizing Knowledge Graphs for Text-Centric Information Retrieval |
Laura Dietz, Alexander Kotov, Edgar Meij |
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code |
29 |
Deep Learning for Matching in Search and Recommendation |
Jun Xu, Xiangnan He, Hang Li |
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code |
28 |
A Taxonomy of Queries for E-commerce Search |
Parikshit Sondhi, Mohit Sharma, Pranam Kolari, ChengXiang Zhai |
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code |
28 |
Sentiment Analysis of Peer Review Texts for Scholarly Papers |
Ke Wang, Xiaojun Wan |
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code |
28 |
An Axiomatic Analysis of Diversity Evaluation Metrics: Introducing the Rank-Biased Utility Metric |
Enrique Amigó, Damiano Spina, Jorge Carrillo de Albornoz |
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code |
27 |
Toward Voice Query Clarification |
Johannes Kiesel, Arefeh Bahrami, Benno Stein, Avishek Anand, Matthias Hagen |
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code |
27 |
Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only |
Robert Litschko, Goran Glavas, Simone Paolo Ponzetto, Ivan Vulic |
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code |
27 |
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph |
Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu |
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code |
26 |
Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs |
Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei |
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code |
26 |
Understanding and Evaluating User Satisfaction with Music Discovery |
Jean GarciaGathright, Brian St. Thomas, Christine Hosey, Zahra Nazari, Fernando Diaz |
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code |
26 |
Identifying Clickbait: A Multi-Strategy Approach Using Neural Networks |
Vaibhav Kumar, Dhruv Khattar, Siddhartha Gairola, Yash Kumar Lal, Vasudeva Varma |
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code |
24 |
Dialogue Act Recognition via CRF-Attentive Structured Network |
Zheqian Chen, Rongqin Yang, Zhou Zhao, Deng Cai, Xiaofei He |
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code |
24 |
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval |
Daniel Cohen, Liu Yang, W. Bruce Croft |
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code |
22 |
Between Clicks and Satisfaction: Study on Multi-Phase User Preferences and Satisfaction for Online News Reading |
Hongyu Lu, Min Zhang, Shaoping Ma |
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code |
21 |
From Greedy Selection to Exploratory Decision-Making: Diverse Ranking with Policy-Value Networks |
Yue Feng, Jun Xu, Yanyan Lan, Jiafeng Guo, Wei Zeng, Xueqi Cheng |
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code |
21 |
Modeling Dynamic Pairwise Attention for Crime Classification over Legal Articles |
Pengfei Wang, Ze Yang, Shuzi Niu, Yongfeng Zhang, Lei Zhang, Shaozhang Niu |
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code |
21 |
Attention-based Hierarchical Neural Query Suggestion |
Wanyu Chen, Fei Cai, Honghui Chen, Maarten de Rijke |
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code |
20 |
Sogou-QCL: A New Dataset with Click Relevance Label |
Yukun Zheng, Zhen Fan, Yiqun Liu, Cheng Luo, Min Zhang, Shaoping Ma |
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code |
19 |
Investigating User Perception of Gender Bias in Image Search: The Role of Sexism |
Jahna Otterbacher, Alessandro Checco, Gianluca Demartini, Paul D. Clough |
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code |
19 |
Review Sentiment-Guided Scalable Deep Recommender System |
Dongmin Hyun, Chanyoung Park, MinChul Yang, Ilhyeon Song, JungTae Lee, Hwanjo Yu |
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code |
19 |
Pytrec_eval: An Extremely Fast Python Interface to trec_eval |
Christophe Van Gysel, Maarten de Rijke |
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code |
19 |
HyPlag: A Hybrid Approach to Academic Plagiarism Detection |
Norman Meuschke, Vincent Stange, Moritz Schubotz, Bela Gipp |
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code |
19 |
Efficient Exploration of Gradient Space for Online Learning to Rank |
Huazheng Wang, Ramsey Langley, Sonwoo Kim, Eric McCordSnook, Hongning Wang |
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code |
18 |
Measuring Influence on Instagram: A Network-Oblivious Approach |
Noam Segev, Noam Avigdor, Eytan Avigdor |
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code |
18 |
Optimizing Query Evaluations Using Reinforcement Learning for Web Search |
Corby Rosset, Damien Jose, Gargi Ghosh, Bhaskar Mitra, Saurabh Tiwary |
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code |
17 |
Enriching Taxonomies With Functional Domain Knowledge |
Nikhita Vedula, Patrick K. Nicholson, Deepak Ajwani, Sourav Dutta, Alessandra Sala, Srinivasan Parthasarathy |
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code |
17 |
The Effects of Manipulating Task Determinability on Search Behaviors and Outcomes |
Robert Capra, Jaime Arguello, Heather O'Brien, Yuan Li, Bogeum Choi |
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code |
16 |
How Well do Offline and Online Evaluation Metrics Measure User Satisfaction in Web Image Search? |
Fan Zhang, Ke Zhou, Yunqiu Shao, Cheng Luo, Min Zhang, Shaoping Ma |
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code |
16 |
Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling |
Chenyan Xiong, Zhengzhong Liu, Jamie Callan, TieYan Liu |
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code |
16 |
A System for Efficient High-Recall Retrieval |
Mustafa Abualsaud, Nimesh Ghelani, Haotian Zhang, Mark D. Smucker, Gordon V. Cormack, Maura R. Grossman |
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code |
16 |
Learning Contextual Bandits in a Non-stationary Environment |
Qingyun Wu, Naveen Iyer, Hongning Wang |
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code |
16 |
Multi-Target Stance Detection via a Dynamic Memory-Augmented Network |
Penghui Wei, Junjie Lin, Wenji Mao |
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code |
16 |
Constructing Click Models for Mobile Search |
Jiaxin Mao, Cheng Luo, Min Zhang, Shaoping Ma |
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code |
15 |
Talent Search and Recommendation Systems at LinkedIn: Practical Challenges and Lessons Learned |
Sahin Cem Geyik, Qi Guo, Bo Hu, Cagri Ozcaglar, Ketan Thakkar, Xianren Wu, Krishnaram Kenthapadi |
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code |
15 |
On Fine-Grained Relevance Scales |
Kevin Roitero, Eddy Maddalena, Gianluca Demartini, Stefano Mizzaro |
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code |
15 |
Mention Recommendation for Multimodal Microblog with Cross-attention Memory Network |
Renfeng Ma, Qi Zhang, Jiawen Wang, Lizhen Cui, Xuanjing Huang |
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code |
14 |
GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder |
Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen |
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code |
14 |
Generating Better Queries for Systematic Reviews |
Harrisen Scells, Guido Zuccon |
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code |
14 |
Ranking for Relevance and Display Preferences in Complex Presentation Layouts |
Harrie Oosterhuis, Maarten de Rijke |
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code |
13 |
Cross Domain Regularization for Neural Ranking Models using Adversarial Learning |
Daniel Cohen, Bhaskar Mitra, Katja Hofmann, W. Bruce Croft |
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code |
13 |
Seed-driven Document Ranking for Systematic Reviews in Evidence-Based Medicine |
Grace E. Lee, Aixin Sun |
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code |
13 |
Identifying Users behind Shared Accounts in Online Streaming Services |
JyunYu Jiang, ChengTe Li, Yian Chen, Wei Wang |
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code |
13 |
On-the-fly Table Generation |
Shuo Zhang, Krisztian Balog |
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code |
13 |
Weakly-supervised Contextualization of Knowledge Graph Facts |
Nikos Voskarides, Edgar Meij, Ridho Reinanda, Abhinav Khaitan, Miles Osborne, Giorgio Stefanoni, Prabhanjan Kambadur, Maarten de Rijke |
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code |
13 |
Technology Assisted Reviews: Finding the Last Few Relevant Documents by Asking Yes/No Questions to Reviewers |
Jie Zou, Dan Li, Evangelos Kanoulas |
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code |
13 |
Intent-aware Query Obfuscation for Privacy Protection in Personalized Web Search |
Wasi Uddin Ahmad, KaiWei Chang, Hongning Wang |
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code |
12 |
Transparent Tree Ensembles |
Alexander Moore, Vanessa Murdock, Yaxiong Cai, Kristine Jones |
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code |
12 |
An Information Retrieval Framework for Contextual Suggestion Based on Heterogeneous Information Network Embeddings |
Dominic Seyler, Praveen Chandar, Matthew Davis |
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code |
11 |
Constructing an Interaction Behavior Model for Web Image Search |
Xiaohui Xie, Jiaxin Mao, Maarten de Rijke, Ruizhe Zhang, Min Zhang, Shaoping Ma |
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code |
11 |
Query Variation Performance Prediction for Systematic Reviews |
Harrisen Scells, Leif Azzopardi, Guido Zuccon, Bevan Koopman |
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code |
11 |
A Personal Privacy Preserving Framework: I Let You Know Who Can See What |
Xuemeng Song, Xiang Wang, Liqiang Nie, Xiangnan He, Zhumin Chen, Wei Liu |
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code |
11 |
Split-Lists and Initial Thresholds for WAND-based Search |
Andrew Kane, Frank Wm. Tompa |
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code |
11 |
Event2Vec: Neural Embeddings for News Events |
Vinay Setty, Katja Hose |
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code |
11 |
Assessing the Readability of Web Search Results for Searchers with Dyslexia |
Adam Fourney, Meredith Ringel Morris, Abdullah X. Ali, Laura Vonessen |
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code |
11 |
A Test Collection for Evaluating Legal Case Law Search |
Daniel Locke, Guido Zuccon |
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code |
11 |
The City Brain: Towards Real-Time Search for the Real-World |
XianSheng Hua |
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code |
11 |
Deep Domain Adaptation Hashing with Adversarial Learning |
Fuchen Long, Ting Yao, Qi Dai, Xinmei Tian, Jiebo Luo, Tao Mei |
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code |
11 |
Large-Scale Image Retrieval with Elasticsearch |
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro |
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code |
10 |
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach |
Jiaming Shen, Jinfeng Xiao, Xinwei He, Jingbo Shang, Saurabh Sinha, Jiawei Han |
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code |
10 |
SearchX: Empowering Collaborative Search Research |
Sindunuraga Rikarno Putra, Felipe Moraes, Claudia Hauff |
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code |
10 |
Product Question Answering Using Customer Generated Content - Research Challenges |
David Carmel, Liane LewinEytan, Yoelle Maarek |
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code |
10 |
Dynamic Shard Cutoff Prediction for Selective Search |
Hafeezul Rahman Mohammad, Keyang Xu, Jamie Callan, J. Shane Culpepper |
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code |
10 |
Target Apps Selection: Towards a Unified Search Framework for Mobile Devices |
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft |
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code |
10 |
Query Performance Prediction Focused on Summarized Letor Features |
AdrianGabriel Chifu, Léa Laporte, Josiane Mothe, Md Zia Ullah |
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code |
10 |
Fusion in Information Retrieval: SIGIR 2018 Half-Day Tutorial |
Oren Kurland, J. Shane Culpepper |
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code |
10 |
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining |
Benjamin Weggenmann, Florian Kerschbaum |
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code |
10 |
Deep Semantic Text Hashing with Weak Supervision |
Suthee Chaidaroon, Travis Ebesu, Yi Fang |
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code |
10 |
Stochastic Simulation of Test Collections: Evaluation Scores |
Julián Urbano, Thomas Nagler |
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code |
10 |
Online Job Search: Study of Users' Search Behavior using Search Engine Query Logs |
Behrooz Mansouri, Mohammad Sadegh Zahedi, Ricardo Campos, Mojgan Farhoodi |
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code |
9 |
Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks |
Djordje Gligorijevic, Jelena Gligorijevic, Aravindan Raghuveer, Mihajlo Grbovic, Zoran Obradovic |
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code |
9 |
Towards Intent-Aware Contextual Music Recommendation: Initial Experiments |
Sergey Volokhin, Eugene Agichtein |
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code |
9 |
Ranking Robustness Under Adversarial Document Manipulations |
Gregory Goren, Oren Kurland, Moshe Tennenholtz, Fiana Raiber |
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code |
9 |
Structuring Wikipedia Articles with Section Recommendations |
Tiziano Piccardi, Michele Catasta, Leila Zia, Robert West |
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code |
9 |
Crowd vs. Expert: What Can Relevance Judgment Rationales Teach Us About Assessor Disagreement? |
Mücahid Kutlu, Tyler McDonnell, Yassmine Barkallah, Tamer Elsayed, Matthew Lease |
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code |
9 |
Multi-level Abstraction Convolutional Model with Weak Supervision for Information Retrieval |
Yifan Nie, Alessandro Sordoni, JianYun Nie |
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code |
9 |
From Royals to Vegans: Characterizing Question Trolling on a Community Question Answering Website |
Ido Guy, Bracha Shapira |
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code |
9 |
Affective Representations for Sarcasm Detection |
Ameeta Agrawal, Aijun An |
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code |
9 |
Explaining Controversy on Social Media via Stance Summarization |
Myungha Jang, James Allan |
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code |
9 |
Hide-n-Seek: An Intent-aware Privacy Protection Plugin for Personalized Web Search |
Puxuan Yu, Wasi Uddin Ahmad, Hongning Wang |
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code |
8 |
Vote Goat: Conversational Movie Recommendation |
Jeffrey Dalton, Victor Ajayi, Richard Main |
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code |
8 |
Combined Regression and Tripletwise Learning for Conversion Rate Prediction in Real-Time Bidding Advertising |
Lili Shan, Lei Lin, Chengjie Sun |
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code |
8 |
Modeling Multidimensional User Relevance in IR using Vector Spaces |
Sagar Uprety, Yi Su, Dawei Song, Jingfei Li |
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code |
8 |
Towards Designing Better Session Search Evaluation Metrics |
Mengyang Liu, Yiqun Liu, Jiaxin Mao, Cheng Luo, Shaoping Ma |
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code |
8 |
An Information Retrieval Experiment Framework for Domain Specific Applications |
Harrisen Scells, Daniel Locke, Guido Zuccon |
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code |
8 |
Selective Gradient Boosting for Effective Learning to Rank |
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani |
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code |
8 |
Top-k Route Search through Submodularity Modeling of Recurrent POI Features |
Hongwei Liang, Ke Wang |
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code |
8 |
Update Delivery Mechanisms for Prospective Information Needs: An Analysis of Attention in Mobile Users |
Jimmy Lin, Salman Mohammed, Royal Sequiera, Luchen Tan |
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code |
8 |
Quantitative Information Extraction From Social Data |
Omar Alonso, Thibault Sellam |
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code |
8 |
Beyond Pooling |
Gordon V. Cormack, Maura R. Grossman |
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code |
8 |
SAAN: A Sentiment-Aware Attention Network for Sentiment Analysis |
Zeyang Lei, Yujiu Yang, Min Yang |
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code |
8 |
CAN: Enhancing Sentence Similarity Modeling with Collaborative and Adversarial Network |
Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He |
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code |
7 |
Identifying and Modeling Information Resumption Behaviors in Cross-Device Search |
Dan Wu, Jing Dong, Yuan Tang |
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code |
7 |
Are we on the Right Track?: An Examination of Information Retrieval Methodologies |
Enrique Amigó, Hui Fang, Stefano Mizzaro, ChengXiang Zhai |
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code |
7 |
Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances |
Weinan Zhang |
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code |
7 |
A Dataset and an Examination of Identifying Passages for Due Diligence |
Adam Roegiest, Alexander K. Hudek, Anne McNulty |
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code |
7 |
API Caveat Explorer - Surfacing Negative Usages from Practice: An API-oriented Interactive Exploratory Search System for Programmers |
Jing Li, Aixin Sun, Zhenchang Xing, Lei Han |
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code |
6 |
Query Performance Prediction and Effectiveness Evaluation Without Relevance Judgments: Two Sides of the Same Coin |
Stefano Mizzaro, Josiane Mothe, Kevin Roitero, Md Zia Ullah |
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code |
6 |
How Much is Too Much?: Whole Session vs. First Query Behaviors in Task Type Prediction |
Matthew Mitsui, Jiqun Liu, Chirag Shah |
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code |
6 |
Calendar-Aware Proactive Email Recommendation |
Qian Zhao, Paul N. Bennett, Adam Fourney, Anne Loomis Thompson, Shane Williams, Adam D. Troy, Susan T. Dumais |
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code |
6 |
Toward an Interactive Patent Retrieval Framework based on Distributed Representations |
Walid Shalaby, Wlodek Zadrozny |
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code |
6 |
CA-LSTM: Search Task Identification with Context Attention based LSTM |
Cong Du, Peng Shu, Yong Li |
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code |
6 |
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering |
Vikas Yadav, Rebecca Sharp, Mihai Surdeanu |
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6 |
LogCanvas: Visualizing Search History Using Knowledge Graphs |
Luyan Xu, Zeon Trevor Fernando, Xuan Zhou, Wolfgang Nejdl |
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6 |
Offline Comparative Evaluation with Incremental, Minimally-Invasive Online Feedback |
Ben Carterette, Praveen Chandar |
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code |
6 |
A User Study on Snippet Generation: Text Reuse vs. Paraphrases |
WeiFan Chen, Matthias Hagen, Benno Stein, Martin Potthast |
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6 |
Related or Duplicate: Distinguishing Similar CQA Questions via Convolutional Neural Networks |
Wei Emma Zhang, Quan Z. Sheng, Zhejun Tang, Wenjie Ruan |
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code |
6 |
Translating Representations of Knowledge Graphs with Neighbors |
ChunChih Wang, PuJen Cheng |
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6 |
Predicting Contradiction Intensity: Low, Strong or Very Strong? |
Ismail Badache, Sébastien Fournier, AdrianGabriel Chifu |
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6 |
Universal Approximation Functions for Fast Learning to Rank: Replacing Expensive Regression Forests with Simple Feed-Forward Networks |
Daniel Cohen, John Foley, Hamed Zamani, James Allan, W. Bruce Croft |
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code |
5 |
A Large-Scale Study of Mobile Search Examination Behavior |
Xiaochuan Wang, Ning Su, Zexue He, Yiqun Liu, Shaoping Ma |
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5 |
Ad Click Prediction in Sequence with Long Short-Term Memory Networks: an Externality-aware Model |
Weiwei Deng, Xiaoliang Ling, Yang Qi, Tunzi Tan, Eren Manavoglu, Qi Zhang |
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5 |
Theoretical Analysis of Interdependent Constraints in Pseudo-Relevance Feedback |
Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery |
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code |
5 |
Privacy-aware Ranking with Tree Ensembles on the Cloud |
Shiyu Ji, Jinjin Shao, Daniel Agun, Tao Yang |
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code |
5 |
Ranking Documents by Answer-Passage Quality |
Evi Yulianti, RueyCheng Chen, Falk Scholer, W. Bruce Croft, Mark Sanderson |
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code |
5 |
Query Performance Prediction using Passage Information |
Haggai Roitman |
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code |
5 |
Minority Report by Lemur: Supporting Search Engine with Virtual Reality |
Andrew Jie Zhou, Grace Hui Yang |
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code |
5 |
SmartTable: Equipping Spreadsheets with Intelligent AssistanceFunctionalities |
Shuo Zhang |
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code |
5 |
Users, Adaptivity, and Bad Abandonment |
Alistair Moffat, Alfan Farizki Wicaksono |
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code |
5 |
A Flexible Forecasting Framework for Hierarchical Time Series with Seasonal Patterns: A Case Study of Web Traffic |
Zitao Liu, Yan Yan, Milos Hauskrecht |
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code |
5 |
New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations |
Sandeep Subramanian, Soumen Chakrabarti |
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code |
5 |
A Living Lab Study of Query Amendment in Job Search |
Bahar Salehi, Damiano Spina, Alistair Moffat, Sargol Sadeghi, Falk Scholer, Timothy Baldwin, Lawrence Cavedon, Mark Sanderson, Wilson Wong, Justin Zobel |
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code |
4 |
K-plet Recurrent Neural Networks for Sequential Recommendation |
Xiang Lin, Shuzi Niu, Yiqiao Wang, Yucheng Li |
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code |
4 |
Procrastination is the Thief of Time: Evaluating the Effectiveness of Proactive Search Systems |
Procheta Sen, Debasis Ganguly, Gareth J. F. Jones |
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code |
4 |
Testing the Cluster Hypothesis with Focused and Graded Relevance Judgments |
Eilon Sheetrit, Anna Shtok, Oren Kurland, Igal Shprincis |
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code |
4 |
A2A: Benchmark Your Clinical Decision Support Search |
Sarvnaz Karimi, Vincent Nguyen, Falk Scholer, Brian Jin, Sara Falamaki |
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code |
4 |
Combining Terrier with Apache Spark to create Agile Experimental Information Retrieval Pipelines |
Craig Macdonald |
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code |
4 |
Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs |
Yu Su, Ahmed Hassan Awadallah, Miaosen Wang, Ryen W. White |
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code |
4 |
Deep Domain Adaptation Based on Multi-layer Joint Kernelized Distance |
Sitong Mao, Xiao Shen, FuLai Chung |
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code |
4 |
Data Science for Social Good and Public Policy: Examples, Opportunities, and Challenges |
Rayid Ghani |
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code |
4 |
Automated Comparative Table Generation for Facilitating Human Intervention in Multi-Entity Resolution |
Jiacheng Huang, Wei Hu, Haoxuan Li, Yuzhong Qu |
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code |
4 |
Comparing Two Binned Probability Distributions for Information Access Evaluation |
Tetsuya Sakai |
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code |
4 |
Locality-adapted Kernel Densities for Tweet Localization |
Ozer Ozdikis, Heri Ramampiaro, Kjetil Nørvåg |
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code |
4 |
What Do Viewers Say to Their TVs?: An Analysis of Voice Queries to Entertainment Systems |
Jinfeng Rao, Ferhan Türe, Jimmy Lin |
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4 |
Clova: Services and Devices Powered by AI |
Inho Kang |
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4 |
On the Volatility of Commercial Search Engines and its Impact on Information Retrieval Research |
Jimmy, Guido Zuccon, Gianluca Demartini |
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3 |
Ranking Without Learning: Towards Historical Relevance-based Ranking of Social Images |
Min Min Chew, Sourav S. Bhowmick, Adam Jatowt |
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code |
3 |
A Semantic Search Approach to Task-Completion Engines |
Darío Garigliotti |
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code |
3 |
Characterizing Question Facets for Complex Answer Retrieval |
Sean MacAvaney, Andrew Yates, Arman Cohan, Luca Soldaini, Kai Hui, Nazli Goharian, Ophir Frieder |
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code |
3 |
SmartTable: A Spreadsheet Program with Intelligent Assistance |
Shuo Zhang, Vugar Abdul Zada, Krisztian Balog |
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code |
3 |
Dynamic Composition of Question Answering Pipelines with FRANKENSTEIN |
Kuldeep Singh, Ioanna Lytra, Arun Sethupat Radhakrishna, Akhilesh Vyas, MariaEsther Vidal |
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code |
3 |
Enhanced Contextual Recommendation using Social Media Data |
Anirban Chakraborty |
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code |
3 |
Learning Geo-Social User Topical Profiles with Bayesian Hierarchical User Factorization |
Haokai Lu, Wei Niu, James Caverlee |
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code |
3 |
Machine Learning @ Amazon |
Rajeev Rastogi |
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code |
3 |
Fine-Grained Information Identification in Health Related Posts |
Hamed Khanpour, Cornelia Caragea |
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code |
3 |
CoNEREL: Collective Information Extraction in News Articles |
Minh C. Phan, Aixin Sun |
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3 |
Merchandise Recommendation for Retail Events with Word Embedding Weighted Tf-idf and Dynamic Query Expansion |
Ted Tao Yuan, Zezhong Zhang |
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code |
2 |
Towards Distributed Pairwise Ranking using Implicit Feedback |
Mohsan Jameel, Nicolas Schilling, Lars SchmidtThieme |
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2 |
A New Term Frequency Normalization Model for Probabilistic Information Retrieval |
Fanghong Jian, Jimmy Xiangji Huang, Jiashu Zhao, Tingting He |
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code |
2 |
Robust Asymmetric Recommendation via Min-Max Optimization |
Peng Yang, Peilin Zhao, Vincent W. Zheng, Lizhong Ding, Xin Gao |
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code |
2 |
Information Discovery in E-commerce: Half-day SIGIR 2018 Tutorial |
Zhaochun Ren, Xiangnan He, Dawei Yin, Maarten de Rijke |
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code |
2 |
SIGIR 2018 Tutorial on Health Search (HS2018): A Full-day from Consumers to Clinicians |
Guido Zuccon, Bevan Koopman |
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2 |
Computational Surprise in Information Retrieval |
Xi Niu, Wlodek Zadrozny, Kazjon Grace, Weimao Ke |
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2 |
Lessons from Building a Large-scale Commercial IR-based Chatbot for an Emerging Market |
Manoj Kumar Chinnakotla, Puneet Agrawal |
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code |
2 |
Automatic Ground Truth Expansion for Timeline Evaluation |
Richard McCreadie, Craig Macdonald, Iadh Ounis |
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2 |
Learning to Detect Pathogenic Microorganism of Community-acquired Pneumonia |
Wenwei Liang, Wei Zhang, Bo Jin, Jiangjiang Xu, Linhua Shu, Hongyuan Zha |
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2 |
Citation Worthiness of Sentences in Scientific Reports |
Hamed R. Bonab, Hamed Zamani, Erik G. LearnedMiller, James Allan |
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code |
2 |
A Study of Per-Topic Variance on System Comparison |
Meng Yang, Peng Zhang, Dawei Song |
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code |
2 |
Conducting Laboratory Experiments Properly with Statistical Tools: An Easy Hands-on Tutorial |
Tetsuya Sakai |
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code |
2 |
Large Scale Search Engine Marketing (SEM) at Airbnb |
James Wong, Brendan Collins, Ganesh Venkataraman |
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1 |
Consistency and Variation in Kernel Neural Ranking Model |
Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu |
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1 |
IRevalOO: An Object Oriented Framework for Retrieval Evaluation |
Kevin Roitero, Eddy Maddalena, Yannick Ponte, Stefano Mizzaro |
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code |
1 |
Index Compression for BitFunnel Query Processing |
Xinyu Liu, Zhaohua Zhang, Boran Hou, Rebecca J. Stones, Gang Wang, Xiaoguang Liu |
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1 |
Killing Two Birds With One Stone: Concurrent Ranking of Tags and Comments of Social Images |
BoonSiew Seah, Aixin Sun, Sourav S. Bhowmick |
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1 |
From the PRP to the Low Prior Discovery Recall Principle for Recommender Systems |
Rocío Cañamares, Pablo Castells |
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code |
1 |
Interactive Symptom Elicitation for Diagnostic Information Retrieval |
Tuukka Ruotsalo, Antti Lipsanen |
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1 |
RecAdvisor: Criteria-based Ph.D. Supervisor Recommendation |
Mir Anamul Hasan, Daniel G. Schwartz |
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1 |
A Tutorial on Probabilistic Topic Models for Text Data Retrieval and Analysis |
ChengXiang Zhai, Chase Geigle |
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code |
1 |
Identify Shifts of Word Semantics through Bayesian Surprise |
Zhuofeng Wu, Cheng Li, Zhe Zhao, Fei Wu, Qiaozhu Mei |
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code |
1 |
Imagination Based Sample Construction for Zero-Shot Learning |
Gang Yang, Jinlu Liu, Xirong Li |
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code |
1 |
Extracting Real-Time Insights from Graphs and Social Streams |
Charu C. Aggarwal |
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code |
1 |
Causal Inference over Longitudinal Data to Support Expectation Exploration |
Emre Kiciman |
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code |
1 |
Characterizing and Supporting Question Answering in Human-to-Human Communication |
Xiao Yang, Ahmed Hassan Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang |
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code |
1 |
On Link Prediction in Knowledge Bases: Max-K Criterion and Prediction Protocols |
Jiajie Mei, Richong Zhang, Yongyi Mao, Ting Deng |
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code |
1 |
Ontology Evaluation with Path-based Text-aware Entropy Computation |
Ying Shen, Daoyuan Chen, Min Yang, Yaliang Li, Nan Du, Kai Lei |
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code |
1 |
Taxi or Hitchhiking: Predicting Passenger's Preferred Service on Ride Sharing Platforms |
Lingyu Zhang, Wei Ai, Chuan Yuan, Yuhui Zhang, Jieping Ye |
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1 |
Who is the Mr. Right for Your Brand?: - Discovering Brand Key Assets via Multi-modal Asset-aware Projection |
Yang Liu, Tobey H. Ko, Zhonglei Gu |
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code |
1 |
Effectiveness Evaluation with a Subset of Topics: A Practical Approach |
Kevin Roitero, Michael Soprano, Stefano Mizzaro |
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1 |
Sover! Social Media Observer |
Asmelash Teka Hadgu, Sallam Abualhaija, Claudia Niederée |
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code |
1 |
Auto-completion for Question Answering Systems at Bloomberg |
Konstantine Arkoudas, Mohamed Yahya |
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code |
1 |
Knowledge Extraction and Inference from Text: Shallow, Deep, and Everything in Between |
Soumen Chakrabarti |
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code |
1 |
The Evolution of Content Analysis for Personalized Recommendations at Twitter |
Ajeet Grewal, Jimmy Lin |
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code |
0 |
Item Retrieval as Utility Estimation |
Shawn R. Wolfe, Yi Zhang |
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code |
0 |
Semantic Location in Email Query Suggestion |
John Foley, Mingyang Zhang, Michael Bendersky, Marc Najork |
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0 |
LessonWare: Mining Student Notes to Provide Personalized Feedback |
Perry Samson, Charles Bassam |
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code |
0 |
Case-Based Retrieval Using Document-Level Semantic Networks |
Stefano Marchesin |
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0 |
Utilizing Inter-Passage Similarities for Focused Retrieval |
Eilon Sheetrit |
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Do Not Pull My Data for Resale: Protecting Data Providers Using Data Retrieval Pattern Analysis |
Guosai Wang, Shiyang Xiang, Yitao Duan, Ling Huang, Wei Xu |
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0 |
A Test Collection for Coreferent Mention Retrieval |
Rashmi Sankepally, Tongfei Chen, Benjamin Van Durme, Douglas W. Oard |
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0 |
DATA: SEARCH'18 - Searching Data on the Web |
Paul Groth, Laura Koesten, Philipp Mayr, Maarten de Rijke, Elena Simperl |
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code |
0 |
Efficiency-Effectiveness Trade-Offs in Machine Learned Models for Information Retrieval |
Luke Gallagher |
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code |
0 |
Design and Evaluation of Query Auto Completion Mechanisms |
Unni Krishnan |
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code |
0 |
Improving Systematic Review Creation With Information Retrieval |
Harrisen Scells |
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code |
0 |
CHEERS: CHeap & Engineered Evaluation of Retrieval Systems |
Kevin Roitero |
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code |
0 |
Exploring Potential Pathways to Address Bias and Ethics in IR |
Steven Zimmerman |
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code |
0 |
Reducing Variance in Gradient Bandit Algorithm using Antithetic Variates Method |
Sihao Yu, Jun Xu, Yanyan Lan, Jiafeng Guo, Xueqi Cheng |
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code |
0 |
Parameterizing Kterm Hashing |
Dominik Wurzer, Yumeng Qin |
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code |
0 |
A/B Testing with APONE |
Mónica Marrero, Claudia Hauff |
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code |
0 |
Salton Award Keynote: Information Interaction in Context |
Kalervo Järvelin |
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code |
0 |
Big Data at Didi Chuxing |
Jieping Ye |
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code |
0 |
Addressing News-Related Standing Information Needs |
Kristine M. Rogers |
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code |
0 |
Better Textbooks with Human Language Technology |
Sudeshna Das |
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0 |