Large Language Models

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024 CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions EMNLP 2024 Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities EMNLP 2024 Compare without Despair: Reliable Preference Evaluation with Generation Separability EMNLP 2024 Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals ACL 2024 ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024 Concept-skill Transferability-based Data Selection for Large Vision-Language Models EMNLP 2024 Confabulation: The Surprising Value of Large Language Model Hallucinations ACL 2024 Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models ACL 2024 Consecutive Batch Model Editing with HooK Layers EMNLP 2024 Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024 ConStat: Performance-Based Contamination Detection in Large Language Models NeurIPS 2024 Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models EMNLP 2024 Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024 Control Large Language Models via Divide and Conquer EMNLP 2024 ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024 ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NeurIPS 2024 Co-occurrence is not Factual Association in Language Models NeurIPS 2024 Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation NeurIPS 2024 Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model NeurIPS 2024 Creative and Context-Aware Translation of East Asian Idioms with GPT-4 EMNLP 2024 CriticBench: Benchmarking LLMs for Critique-Correct Reasoning ACL 2024 CriticEval: Evaluating Large-scale Language Model as Critic NeurIPS 2024 CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024 CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence NeurIPS 2024