Large Language Models

BAT: Learning to Reason about Spatial Sounds with Large Language Models ICML 2024 Bayesian Calibration of Win Rate Estimation with LLM Evaluators EMNLP 2024 BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models ICML 2024 BC-Prover: Backward Chaining Prover for Formal Theorem Proving EMNLP 2024 Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming EMNLP 2024 BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NeurIPS 2024 Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation ACL 2024 Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024 Benchmarking Cognitive Biases in Large Language Models as Evaluators ACL 2024 Benchmarking Data Science Agents ACL 2024 Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ACL 2024 Benchmarking Machine Translation with Cultural Awareness EMNLP 2024 BertaQA: How Much Do Language Models Know About Local Culture? NeurIPS 2024 Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024 Better & Faster Large Language Models via Multi-token Prediction ICML 2024 BetterV: Controlled Verilog Generation with Discriminative Guidance ICML 2024 Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024 Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws ICML 2024 Beyond Common Words: Enhancing ASR Cross-Lingual Proper Noun Recognition Using Large Language Models EMNLP 2024 Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks EMNLP 2024 Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models EMNLP 2024 Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024 Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024