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Summarization

873 directly classified papers

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Papers

Temporal reasoning for timeline summarisation in social media ACL 2025
Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025
Evaluating the Evaluators: Are readability metrics good measures of readability? EMNLP 2025
Summarizing Speech: A Comprehensive Survey EMNLP 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025
A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025
MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025
From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AAAI 2025
An Analysis of Datasets, Metrics and Models in Keyphrase Generation ACL 2025
Towards compact and efficient Slovak summarization models ACL 2025
LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop EMNLP 2025
Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland EMNLP 2025
DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025
REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives COLING 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
CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China EMNLP 2025