emnlp2024

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."

Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. EMNLP Findings 2024

[EMNLP 2024 Findings] Official PyTorch Implementation of "Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation"

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.

Code & data for the EMNLP 2024 paper: Is Child-Directed Speech Effective Training Data for Language Models?

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 《D2R: Dual-Branch Dynamic Routing Network for Multimodal Sentiment 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)

🚩🚩 An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations

[EMNLP 2024] Materials for the paper "Evaluating Large Language Models via Linguistic Profiling"

Repository for the paper STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions (EMNLP 2024)

Understanding Higher-Order Correlations Among Semantic Components in Embeddings

Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings (Published in EMNLP 2024 Findings)