Large Language Models

FAC2E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition EMNLP 2024 Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024 FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024 Factuality of Large Language Models: A Survey EMNLP 2024 Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024 Fairness in Serving Large Language Models OSDI 2024 FAME: Towards Factual Multi-Task Model Editing EMNLP 2024 FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking EMNLP 2024 Fast Adversarial Attacks on Language Models In One GPU Minute ICML 2024 Fast Best-of-N Decoding via Speculative Rejection NeurIPS 2024 FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation EMNLP 2024 FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models ICML 2024 Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes ICML 2024 Feedback Loops With Language Models Drive In-Context Reward Hacking ICML 2024 F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024 Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning EMNLP 2024 Fewer Truncations Improve Language Modeling ICML 2024 Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind ICML 2024 Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model EMNLP 2024 Fida @DravidianLangTech 2024: A Novel Approach to Hate Speech Detection Using Distilbert-base-multilingual-cased EACL 2024 Fight Back Against Jailbreaking via Prompt Adversarial Tuning NeurIPS 2024 Fill In The Gaps: Model Calibration and Generalization with Synthetic Data EMNLP 2024 FinBen: A Holistic Financial Benchmark for Large Language Models NeurIPS 2024 FineRadScore: A Radiology Report Line-by-Line Evaluation Technique Generating Corrections with Severity Scores MLHC 2024 Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024