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Large Language Models

9,067 papers

Papers per year

Papers

Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023
Information Extraction from Legal Wills: How Well Does GPT-4 Do? EMNLP 2023
Frugal Prompting for Dialog Models EMNLP 2023
MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023
MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic EMNLP 2023
Automatic Evaluation of Attribution by Large Language Models EMNLP 2023
ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation EMNLP 2023
Is ChatGPT a Good Multi-Party Conversation Solver? EMNLP 2023
Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs EMNLP 2023
How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey EMNLP 2023
INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations EMNLP 2023
PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023
xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark EMNLP 2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems EMNLP 2023
Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023
Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023
Aligning Language Models to User Opinions EMNLP 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting EMNLP 2023
Finding Support Examples for In-Context Learning EMNLP 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models EMNLP 2023
Evaluating the Knowledge Base Completion Potential of GPT EMNLP 2023
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements EMNLP 2023