Large Language Models

Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models EMNLP 2025 Bitnet.cpp: Efficient Edge Inference for Ternary LLMs ACL 2025 Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025 Block Circulant Adapter for Large Language Models IJCAI 2025 BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet) EMNLP 2025 Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025 Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025 Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach AAAI 2025 BOSE: A Systematic Evaluation Method Optimized for Base Models ACL 2025 BotSim: LLM-Powered Malicious Social Botnet Simulation AAAI 2025 Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025 Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025 Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 Bridging Molecular Graphs and Large Language Models AAAI 2025 Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments AAAI 2025 Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025 BridG MT: Enhancing LLMs’ Machine Translation Capabilities with Sentence Bridging and Gradual MT ACL 2025 Building Japanese Creativity Benchmarks and Applying them to Enhance LLM Creativity ACL 2025 Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models NAACL 2025 BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025 Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025 Cacheback: Speculative Decoding With Nothing But Cache EMNLP 2025 CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation CVPR 2025