Large Language Models

Cognitive Bias in Decision-Making with LLMs EMNLP 2024 CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NeurIPS 2024 COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability ICML 2024 Combining Confidence Elicitation and Sample-based Methods for Uncertainty Quantification in Misinformation Mitigation EACL 2024 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 Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024 Communicating with Speakers and Listeners of Different Pragmatic Levels EMNLP 2024 Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities EMNLP 2024 Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning ACL 2024 CompeteAI: Understanding the Competition Dynamics of Large Language Model-based Agents ICML 2024 Compositional Chain-of-Thought Prompting for Large Multimodal Models CVPR 2024 Compositional Generalization with Grounded Language Models ACL 2024 Compos Mentis at SemEval2024 Task6: A Multi-Faceted Role-based Large Language Model Ensemble to Detect Hallucination SemEval 2024 Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought ACL 2024 Compressing Large Language Models by Joint Sparsification and Quantization ICML 2024 Compressing Large Language Models using Low Rank and Low Precision Decomposition NeurIPS 2024 Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NeurIPS 2024 Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024 ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024 Concept Space Alignment in Multilingual LLMs EMNLP 2024 Conditional and Modal Reasoning in Large Language Models EMNLP 2024 Conditional Language Learning with Context ICML 2024 Conditions on Preference Relations that Guarantee the Existence of Optimal Policies AISTATS 2024 Confabulation: The Surprising Value of Large Language Model Hallucinations ACL 2024