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Large Language Models

2,733 papers

Papers per year

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Papers

NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing EMNLP 2023
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023
PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models EMNLP 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP 2023
Ecologically Valid Explanations for Label Variation in NLI EMNLP 2023
Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models EMNLP 2023
Improving Pacing in Long-Form Story Planning EMNLP 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023
Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023
Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023
How Many Demonstrations Do You Need for In-context Learning? EMNLP 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023
Scaling Vision-Language Models with Sparse Mixture of Experts EMNLP 2023
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023
Improving generalization in large langue model by learning prefix subspaces EMNLP 2023
KeFVP: Knowledge-enhanced Financial Volatility Prediction EMNLP 2023
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023
Unified Representation for Non-compositional and Compositional Expressions EMNLP 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
Uniform Complexity for Text Generation EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023