An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
[EMNLP 2024 Findings] Official PyTorch Implementation of "Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation"
Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."
EMNLP 2024 "Re-reading improves reasoning in large language models". Simply repeating the question to get bidirectional understanding for improving reasoning.
Source code of our paper "PairDistill: Pairwise Relevance Distillation for Dense Retrieval", EMNLP 2024 Main.
An official implementation of "PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuning" (EMNLP 2024 Findings) in PyTorch.
[EMNLP 2024] The official repository for our long paper, "How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection"
Code for Generative Deduplication For Socia Media Data Selection (Findings of EMNLP 2024)
Data and software artifacts for the EMNLP 2024 (Main) paper "What Are the Odds? Language Models Are Capable of Probabilistic Reasoning"
Official Repository for Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing (EMNLP 2024)
Repository for the paper STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions (EMNLP 2024)
Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings
Understanding Higher-Order Correlations Among Semantic Components in Embeddings
[EMNLP 2024] CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation
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