Large Language Models

Accelerating Unbiased LLM Evaluation via Synthetic Feedback ICML 2025 Accounting for Sycophancy in Language Model Uncertainty Estimation NAACL 2025 Accurate and Regret-Aware Numerical Problem Solver for Tabular Question Answering AAAI 2025 Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025 AC/DC: LLM-based Audio Comprehension via Dialogue Continuation Interspeech 2025 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment ICML 2025 ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025 A Closer Look into Mixture-of-Experts in Large Language Models NAACL 2025 A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient NAACL 2025 A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025 A Comprehensive Evaluation of Cognitive Biases in LLMs NAACL 2025 A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025 A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies EMNLP 2025 A Constrained Text Revision Agent via Iterative Planning and Searching ACL 2025 A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models CoNLL 2025 A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025 Acquiescence Bias in Large Language Models EMNLP 2025 ActionStudio: A Lightweight Framework for Data and Training of Large Action Models EMNLP 2025 Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025 Activation Space Interventions Can Be Transferred Between Large Language Models ICML 2025 Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025 Active Evaluation Acquisition for Efficient LLM Benchmarking ICML 2025 ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025 AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism ICML 2025