Resources & Methods

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 Bridge the GAP: Multi-lingual Models For Ambiguous Pronominal Coreference Resolution in South Asian Languages COLING 2025 Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025 Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts COLING 2025 Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025 Bridging Gait Recognition and Large Language Models Sequence Modeling CVPR 2025 Bridging Health Literacy Gaps in Indian Languages: Multilingual LLMs for Clinical Text Simplification AACL 2025 Bridging Intuitive Associations and Deliberate Recall: Empowering LLM Personal Assistant with Graph-Structured Long-term Memory ACL 2025 Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025 Bridging the Data Provenance Gap Across Text, Speech, and Video ICLR 2025 Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025 Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments AAAI 2025 Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition AACL 2025 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025 Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs COLING 2025 Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025 Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring ACL 2025 Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach CoNLL 2025 BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages ACL 2025