Large Language Models

Bayesian Calibration of Win Rate Estimation with LLM Evaluators EMNLP 2024 BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction ICLR 2024 BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models ICML 2024 BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024 BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NeurIPS 2024 BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models NAACL 2024 Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs NeurIPS 2024 BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings NAACL 2024 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 Benchmarking and Improving Generator-Validator Consistency of Language Models ICLR 2024 Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024 Benchmarking Complex Instruction-Following with Multiple Constraints Composition NeurIPS 2024 Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation ACL 2024 Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT COLING 2024 Benchmarking Large Language Models in Retrieval-Augmented Generation AAAI 2024 Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ACL 2024 Benchmarking LLaMA-3 on Arabic Language Generation Tasks ACL 2024 Benchmarking LLMs via Uncertainty Quantification NeurIPS 2024 Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024 BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP COLING 2024 BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024 BERTs are Generative In-Context Learners NeurIPS 2024 Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024 Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024 Better Explain Transformers by Illuminating Important Information EACL 2024