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emnlp2024

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storm

stanford-oval /storm

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

nlp naacl report-generation knowledge-curation large-language-models retrieval-augmented-generation agentic-rag emnlp2024 deep-research

UpdatedSep 30, 2025
Python

Ahren09 /AgentReview

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

agent machine-learning deep-learning emnlp computational-social-science gpt-4 large-language-models llm chatgpt gpt-4o emnlp2024

UpdatedNov 11, 2024
Jupyter Notebook

henryzhongsc /longctx_bench

KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. EMNLP Findings 2024

emnlp emnlp2024

UpdatedFeb 27, 2025
Python

YecanLee /Adaptive-Contrastive-Search

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

natural-language-processing text-generation decoding-algorithm multi-languages emnlp2024

UpdatedFeb 15, 2025
Python

Tebmer /Rereading-LLM-Reasoning

EMNLP 2024 "Re-reading improves reasoning in large language models". Simply repeating the question to get bidirectional understanding for improving reasoning.

reasoning large-language-models emnlp2024 rereading

UpdatedDec 10, 2024
Python

MiuLab /PairDistill

Source code of our paper "PairDistill: Pairwise Relevance Distillation for Dense Retrieval", EMNLP 2024 Main.

information-retrieval knowledge-distillation dense-retrieval emnlp2024

UpdatedNov 28, 2024
Jupyter Notebook

gmkim-ai /PromptKD

An official implementation of "PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuning" (EMNLP 2024 Findings) in PyTorch.

nlp deep-learning knowledge-distillation llms emnlp2024

UpdatedNov 28, 2024
Python

styfeng /TinyDialogues

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

machine-learning natural-language-processing deep-learning transformers language-modeling artificial-intelligence cognitive-science synthetic-data blimp curriculum-learning zorro language-acquisition developmental-psychology roberta gpt-2 gpt-4 child-directed-speech babylm emnlp2024 tinydialogues

UpdatedOct 4, 2025
Python

SorF520 /D2R

Code for 《D2R: Dual-Branch Dynamic Routing Network for Multimodal Sentiment Detection》.

sentiment-classification multimodal emnlp2024

UpdatedMar 18, 2025
Python

ryuryukke /HowYouPromptMatters

[EMNLP 2024] The official repository for our paper, "How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection"

detection robustness deepfakes trustworthy-ai llms generated-text-detection llm-generated-text ai-generated-text ai-generated-text-detection emnlp2024 ai-generated-content

UpdatedAug 15, 2025

yahskapar /LLMs-and-Probabilistic-Reasoning

Data and software artifacts for the EMNLP 2024 (Main) paper "What Are the Odds? Language Models Are Capable of Probabilistic Reasoning"

benchmarking distributions fewshot zeroshot probabilistic-reasoning llm numerical-reasoning llms llm-reasoning emnlp2024 health-reasoning finance-reasoning climate-reasoning

UpdatedSep 30, 2024
Jupyter Notebook

isaccanedo /storm

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

nlp naacl nlp-machine-learning report-generator knowledge-curation large-language-models retrieval-augmented-generation agentic-rag emnlp2024

UpdatedJan 3, 2025
Python

deokhk /CBP

Official Repository for Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing (EMNLP 2024)

semantic-parsing multilingual-nlp emnlp2024

UpdatedAug 23, 2025
Python

4AI /generative_deduplication

Code for Generative Deduplication For Socia Media Data Selection (Findings of EMNLP 2024)

nlp deduplication data-selection emnlp2024 generative-deduplication

UpdatedOct 8, 2024
Python

alemiaschi /LLM_profiling

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

syntax generation llama emnlp ctg gemma mistral llm emnlp2024

UpdatedMar 21, 2025

Robert-Morabito /STOP

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

acl nlp-resources implicit-bias nlp-datasets bias-detection explicit-bias large-language-models emnlp2024

UpdatedFeb 10, 2025
Python

ymgw55 /Axis-Tour

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

visualization data-visualization embeddings dimensionality-reduction interpretability ica independent-component-analysis emnlp2024

UpdatedJun 17, 2025
Python

momoseoyama /hoc

Understanding Higher-Order Correlations Among Semantic Components in Embeddings

embeddings interpretability independent-component-analysis emnlp2024 higher-order-correlations

UpdatedOct 14, 2024
Python

CAS-SIAT-XinHai /CoEvol

[EMNLP 2024] CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation

nlp multiagent large-language-models emnlp2024

UpdatedSep 25, 2024
Python

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