Large Language Models

BJTU at BEA 2025 Shared Task: Task-Aware Prompt Tuning and Data Augmentation for Evaluating AI Math Tutors ACL 2025 Black-Box Detection of Language Model Watermarks ICLR 2025 BLiSS: Evaluating Bilingual Learner Competence in Second Language Small Language Models EMNLP 2025 Block Circulant Adapter for Large Language Models IJCAI 2025 BloomWise: Enhancing Problem-Solving capabilities of Large Language Models using Bloom’s-Taxonomy-Inspired Prompts EMNLP 2025 BLUCK: A Benchmark Dataset for Bengali Linguistic Understanding and Cultural Knowledge AACL 2025 BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices CVPR 2025 BlueRay@DravidianLangTech-2025: Fake News Detection in Dravidian Languages NAACL 2025 BlueToad at SemEval-2025 Task 3: Using Question-Answering-Based Language Models to Extract Hallucinations from Machine-Generated Text SemEval 2025 BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025 bnContextQA: Benchmarking Long-Context Question Answering and Challenges in Bangla AACL 2025 BOND: Aligning LLMs with Best-of-N Distillation ICLR 2025 Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference AAAI 2025 Bootstrapping Self-Improvement of Language Model Programs for Zero-Shot Schema Matching ICML 2025 BOSE: A Systematic Evaluation Method Optimized for Base Models ACL 2025 Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM EMNLP 2025 BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare ICML 2025 Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMs NAACL 2025 Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025 Breaking the Encoder Barrier for Seamless Video-Language Understanding ICCV 2025 Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025 Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models COLING 2025 B-REASO: A Multi-Level Multi-Faceted Bengali Evaluation Suite for Foundation Models EMNLP 2025 Brevity is the soul of sustainability: Characterizing LLM response lengths ACL 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025