Large Language Models

Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ACL 2024 Factuality of Large Language Models: A Survey EMNLP 2024 FairBelief - Assessing Harmful Beliefs in Language Models NAACL 2024 Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024 Faithfulness Measurable Masked Language Models ICML 2024 Faithful Persona-based Conversational Dataset Generation with Large Language Models ACL 2024 Fake Alignment: Are LLMs Really Aligned Well? NAACL 2024 Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics ACL 2024 Fast Best-of-N Decoding via Speculative Rejection NeurIPS 2024 Fast-ELECTRA for Efficient Pre-training ICLR 2024 FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models EMNLP 2024 Fast Randomized Low-Rank Adaptation of Pre-trained Language Models with PAC Regularization ACL 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 FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models NeurIPS 2024 Ferret: Refer and Ground Anything Anywhere at Any Granularity ICLR 2024 F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024 Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting EMNLP 2024 Fight Back Against Jailbreaking via Prompt Adversarial Tuning NeurIPS 2024 Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data NAACL 2024 FI Group at SemEval-2024 Task 8: A Syntactically Motivated Architecture for Multilingual Machine-Generated Text Detection SemEval 2024 Fill In The Gaps: Model Calibration and Generalization with Synthetic Data EMNLP 2024 Financial Product Ontology Population with Large Language Models ACL 2024 FinBen: A Holistic Financial Benchmark for Large Language Models NeurIPS 2024 Finding Blind Spots in Evaluator LLMs with Interpretable Checklists EMNLP 2024