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Large Language Models

7,668 papers

Papers per year

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Papers

A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval EMNLP 2024
Revisiting the Impact of Pursuing Modularity for Code Generation EMNLP 2024
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models EMNLP 2024
Predicting generalization performance with correctness discriminators EMNLP 2024
Resilience of Large Language Models for Noisy Instructions EMNLP 2024
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering EMNLP 2024
Creative Problem Solving in Large Language and Vision Models - What Would it Take? EMNLP 2024
Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024
Android in the Zoo: Chain-of-Action-Thought for GUI Agents EMNLP 2024
Self-Recognition in Language Models EMNLP 2024
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge EMNLP 2024
Dual-Phase Accelerated Prompt Optimization EMNLP 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024
TuringQ: Benchmarking AI Comprehension in Theory of Computation EMNLP 2024
Learning to Refine with Fine-Grained Natural Language Feedback EMNLP 2024
Implicit Personalization in Language Models: A Systematic Study EMNLP 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization EMNLP 2024
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model EMNLP 2024
Self-training Language Models for Arithmetic Reasoning EMNLP 2024
PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion EMNLP 2024
Can We Instruct LLMs to Compensate for Position Bias? EMNLP 2024
Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts EMNLP 2024
Cognitive Bias in Decision-Making with LLMs EMNLP 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models EMNLP 2024