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Summarization

873 directly classified papers

Papers per year

Papers

How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025
LAQuer: Localized Attribution Queries in Content-grounded Generation ACL 2025
Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights ACL 2025
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ACL 2025
QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering ACL 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation ACL 2025
Temporal reasoning for timeline summarisation in social media ACL 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025
Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025
Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025
Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos CVPR 2025
Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025
Towards compact and efficient Slovak summarization models ACL 2025
An Analysis of Datasets, Metrics and Models in Keyphrase Generation ACL 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025
Evaluating the Evaluators: Are readability metrics good measures of readability? EMNLP 2025
Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025
Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA IJCNLP 2025
Learning to Summarize from LLM-generated Feedback NAACL 2025
GPLSICORTEX at SemEval-2025 Task 10: Leveraging Intentions for Generating Narrative Extractions SEMEVAL 2025
Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication IJCNLP 2025
ALiiCE: Evaluating Positional Fine-grained Citation Generation NAACL 2025