Large Language Models

BLT: Can Large Language Models Handle Basic Legal Text? EMNLP 2024 BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers EMNLP 2024 BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain NAACL 2024 BooookScore: A systematic exploration of book-length summarization in the era of LLMs ICLR 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 of Thoughts: Trial-and-Error Problem Solving with Large Language Models ICLR 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image Classification ICLR 2024 BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval Augmented Generation EMNLP 2024 BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues NAACL 2024 BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation COLING 2024 BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024 Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024 Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling EMNLP 2024 Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? NAACL 2024 Breaking through the learning plateaus of in-context learning in Transformer ICML 2024 Bridging Numerical Reasoning and Headline Generation for Enhanced Language Models SemEval 2024 Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking EMNLP 2024 Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models NeurIPS 2024 Building a Data Infrastructure for a Mid-Resource Language: The Case of Catalan COLING 2024 Building Certified Medical Chatbots: Overcoming Unstructured Data Limitations with Modular RAG COLING 2024 Building Conversational Artifacts to Enable Digital Assistant for APIs and RPAs AAAI 2024 Building Cooperative Embodied Agents Modularly with Large Language Models ICLR 2024 Building Vision-Language Models on Solid Foundations with Masked Distillation CVPR 2024