Large Language Models

BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers EMNLP 2024 BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NeurIPS 2024 Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024 Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024 Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree EMNLP 2024 Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? EMNLP 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 Bootstrapping Cognitive Agents with a Large Language Model AAAI 2024 Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024 BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024 BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity ICLR 2024 Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024 Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models EMNLP 2024 Break the Sequential Dependency of LLM Inference Using Lookahead Decoding ICML 2024 Bridge the Modality and Capability Gaps in Vision-Language Model Selection NeurIPS 2024 Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL 2024 Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA EACL 2024 By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP 2024 Calc-CMU at SemEval-2024 Task 7: Pre-Calc - Learning to Use the Calculator Improves Numeracy in Language Models SemEval 2024 Calibrated Self-Rewarding Vision Language Models NeurIPS 2024 Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring EMNLP 2024 Calibrating Long-form Generations From Large Language Models EMNLP 2024 Calibrating the Confidence of Large Language Models by Eliciting Fidelity EMNLP 2024 Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know EACL 2024 Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024