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1. CoTAM CoTAM Public

   Official Implementation of the ACL2024 Findings paper "Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation"

   Python 16 1

2. MetaIE MetaIE Public

   This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

   Python 21 2

3. Active_Passive_Constraint_Koishiday_2024 Active_Passive_Constraint_Koishiday_2024 Public

   [NeurIPS 2024] An advanced persona-driven role-playing system with global faithfulness quantification and optimization. In memory of the Koishi's Day of 2024.

   Python 4 1

4. zhang-yu-wei/InBedder zhang-yu-wei/InBedder Public

   Source code for InBedder, an instruction-following text embedder

   Python 24 1

5. Incubator Incubator Public

   [EMNLP2024] This repo is the official implementation for Incubating Text Classifiers Following User Instruction with Nothing but LLM. We allow users to get a personalized classifier with only the i…

   Python 3

6. TextGrafting TextGrafting Public

   [EMNLP2024] Official Implementation of the paper "Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification"

   Python 3