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text summarization

844 papers

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Papers

DACP: Domain-Adaptive Continual Pre-Training of Large Language Models for Phone Conversation Summarization EMNLP 2025 DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025 Decomposed Opinion Summarization with Verified Aspect-Aware Modules ACL 2025 Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025 Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025 DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph NAACL 2025 Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025 Domain Adapted Text Summarization with Self-Generated Guidelines EMNLP 2025 DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization NAACL 2025 Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025 End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025 Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights ACL 2025 Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025 Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance NAACL 2025 Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings ACL 2025 Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025 EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025 Extract-Explain-Abstract: A Rhetorical Role-Driven Domain-Specific Summarisation Framework for Indian Legal Documents EMNLP 2025 Factual Dialogue Summarization via Learning from Large Language Models COLING 2025 Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025 Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation NAACL 2025 FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization AAAI 2025 FIDELITY: Fine-grained Interpretable Distillation for Effective Language Insights and Topic Yielding NAACL 2025 FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models EMNLP 2025 GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025