Large Language Models

BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025 BIG-Bench Extra Hard ACL 2025 Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025 BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference AAAI 2025 BiMark: Unbiased Multilayer Watermarking for Large Language Models ICML 2025 Binary Hypothesis Testing for Softmax Models and Leverage Score Models ICML 2025 BinMetric: A Comprehensive Binary Code Analysis Benchmark for Large Language Models IJCAI 2025 Biodiversity ambition analysis with Large Language Models ACL 2025 BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025 Biomedical Hypothesis Explainability with Graph-Based Context Retrieval MLHC 2025 Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework EMNLP 2025 BitNet: 1-bit Pre-training for Large Language Models JMLR 2025 Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025 Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025 BJTU at BEA 2025 Shared Task: Task-Aware Prompt Tuning and Data Augmentation for Evaluating AI Math Tutors ACL 2025 Black-Box Adversarial Attacks on LLM-Based Code Completion ICML 2025 BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025 Blink of an eye: a simple theory for feature localization in generative models ICML 2025 BlockDialect: Block-wise Fine-grained Mixed Format Quantization for Energy-Efficient LLM Inference ICML 2025 BoA: Attention-aware Post-training Quantization without Backpropagation ICML 2025 Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? ICML 2025 BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ACL 2025 Boosting LLM’s Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning ACL 2025 Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025 Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples ICML 2025