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Natural Language Processing

46,586 papers (52 classified directly here)

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Papers (including subtopics)

Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention COLING 2025 FaithfulPersona: Balancing Faithfulness and Personalization in Code Explanations through Self-Critique NAACL 2025 FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation ACL 2025 Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation NAACL 2025 FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge EMNLP 2025 Falcon Medical Visual Question Answering AAAI 2025 False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models EMNLP 2025 Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation EMNLP 2025 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 Family helps one another: Dravidian NLP suite for Natural Language Understanding IJCNLP 2025 FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025 FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis ACL 2025 Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models SemEval 2025 FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025 Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025 FANS: Formal Answer Selection for LLM Natural Language Math Reasoning Using Lean4 EMNLP 2025 FarExStance: Explainable Stance Detection for Farsi COLING 2025 FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language IJCNLP 2025 Faster and Better LLMs via Latency-Aware Test-Time Scaling EMNLP 2025 Faster Cascades via Speculative Decoding ICLR 2025 Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025 Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction NAACL 2025 FaStFact: Faster, Stronger Long-Form Factuality Evaluations in LLMs EMNLP 2025 FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data EMNLP 2025 Fast Large Language Model Collaborative Decoding via Speculation ICML 2025