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Large Language Models

9,153 papers

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Papers

Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion EMNLP 2023
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts EMNLP 2023
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023
A Closer Look into Using Large Language Models for Automatic Evaluation EMNLP 2023
Text Classification via Large Language Models EMNLP 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM EMNLP 2023
Energy and Carbon Considerations of Fine-Tuning BERT 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
Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023
LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023
Knowledge Corpus Error in Question Answering EMNLP 2023
The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023
In-Context Learning Creates Task Vectors EMNLP 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences EMNLP 2023
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models EMNLP 2023
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models EMNLP 2023
Is GPT-4 a Good Data Analyst? EMNLP 2023
Estimating Large Language Model Capabilities without Labeled Test Data EMNLP 2023
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues EMNLP 2023
Zero-shot Topical Text Classification with LLMs - an Experimental Study EMNLP 2023
NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023
On the Calibration of Large Language Models and Alignment EMNLP 2023