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Large Language Models

2678 directly classified papers

Papers per year

Papers

KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion EMNLP 2023
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking EMNLP 2023
A Closer Look into Using Large Language Models for Automatic Evaluation EMNLP 2023
Text Classification via Large Language Models EMNLP 2023
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models EMNLP 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue EMNLP 2023
Zero-shot Topical Text Classification with LLMs - an Experimental Study EMNLP 2023
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search 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
How Many Demonstrations Do You Need for In-context Learning? EMNLP 2023
Scaling Vision-Language Models with Sparse Mixture of Experts EMNLP 2023
Improving generalization in large langue model by learning prefix subspaces EMNLP 2023
KeFVP: Knowledge-enhanced Financial Volatility Prediction 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
Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023
Probing the “Creativity” of Large Language Models: Can models produce divergent semantic association? EMNLP 2023