Natural Language Processing

FAMuS: Frames Across Multiple Sources NAACL 2024 FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024 Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics ACL 2024 FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking EMNLP 2024 Fast Best-of-N Decoding via Speculative Rejection NeurIPS 2024 Fast-ELECTRA for Efficient Pre-training ICLR 2024 Fast Evidence Extraction for Grounded Language Model Outputs EMNLP 2024 FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL 2024 FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models EMNLP 2024 FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NeurIPS 2024 Fast Randomized Low-Rank Adaptation of Pre-trained Language Models with PAC Regularization ACL 2024 Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time NeurIPS 2024 FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation EMNLP 2024 FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction COLING 2024 Feature-augmented model for multilingual discourse relation classification EACL 2024 Feature Structure Matching for Multi-source Sentiment Analysis with Efficient Adaptive Tuning COLING 2024 FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models ICML 2024 Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 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 FeedForward at SemEval-2024 Task 10: Trigger and sentext-height enriched emotion analysis in multi-party conversations SemEval 2024 FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024 FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ACL 2024 Feriji: A French-Zarma Parallel Corpus, Glossary & Translator ACL 2024 Ferret: Refer and Ground Anything Anywhere at Any Granularity ICLR 2024