Large Language Models

BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025 Basic Reading Distillation ACL 2025 Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025 Batched Self-Consistency Improves LLM Relevance Assessment and Ranking EMNLP 2025 Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models NAACL 2025 BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation ICML 2025 BaxBench: Can LLMs Generate Correct and Secure Backends? ICML 2025 Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025 Bayesian WeakS-to-Strong from Text Classification to Generation ICLR 2025 bea-jh at BEA 2025 Shared Task: Evaluating AI-powered Tutors through Pedagogically-Informed Reasoning ACL 2025 BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025 Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning ICML 2025 BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models ACL 2025 BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025 Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective ICML 2025 Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025 Benchmarking and Confidence Evaluation of LALMs For Temporal Reasoning Interspeech 2025 Benchmarking and Improving LLM Robustness for Personalized Generation EMNLP 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025 Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data EMNLP 2025 Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025 Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025 Benchmarking Failures in Tool-Augmented Language Models NAACL 2025 Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond EMNLP 2025 Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation EMNLP 2025