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Natural Language Processing

46,586 papers (52 classified directly here)

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Papers (including subtopics)

ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks AAAI 2025 REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models SemEval 2025 Refined Assessment for Translation Evaluation: Rethinking Machine Translation Evaluation in the Era of Human-Level Systems EMNLP 2025 Refining Dimensions for Improving Clustering-based Cross-lingual Topic Models COLING 2025 Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models ACL 2025 Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025 RE-FIN: Retrieval-based Enrichment for Financial data COLING 2025 ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection ACL 2025 Reflection on Knowledge Graph for Large Language Models Reasoning ACL 2025 Reflection-Window Decoding: Text Generation with Selective Refinement ICML 2025 Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction EMNLP 2025 Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models ACL 2025 Re-FRAME the Meeting Summarization SCOPE: Fact-Based Summarization and Personalization via Questions EMNLP 2025 Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models EMNLP 2025 RefreshKV: Updating Small KV Cache During Long-form Generation ACL 2025 Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025 REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction EMNLP 2025 ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement ICLR 2025 Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets IJCNLP 2025 Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025 ReGraph: Learning to Reformulate Graph Encodings with Large Language Models IJCNLP 2025 ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation EMNLP 2025 Regress, Don’t Guess: A Regression-like Loss on Number Tokens for Language Models ICML 2025 Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF ICLR 2025 REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025