automatic summarization

TR-EduVSum: A Turkish-Focused Dataset and Consensus Framework for Educational Video Summarization EACL 2026 RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation COLING 2025 The State and Fate of Summarization Datasets: A Survey NAACL 2025 Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024 Experiments in Automated Generation of Discharge Summaries in Italian COLING 2024 SKGSum: Structured Knowledge-Guided Document Summarization ACL 2024 Automatically Generated Summaries of Video Lectures May Enhance Students’ Learning Experience ACL 2023 DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics EMNLP 2023 ‘Don’t Get Too Technical with Me’: A Discourse Structure-Based Framework for Automatic Science Journalism EMNLP 2023 Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method ACL 2023 Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023 LR-Sum: Summarization for Less-Resourced Languages ACL 2023 Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients’ Active Diagnoses and Problems from Electronic Health Record Progress Notes ACL 2023 RISE: Leveraging Retrieval Techniques for Summarization Evaluation ACL 2023 An Exploration of Post-Editing Effectiveness in Text Summarization NAACL 2022 A Survey of Automatic Text Summarization Using Graph Neural Networks COLING 2022 DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles NAACL 2022 ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts EMNLP 2022 Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics NAACL 2022 Replicability under Near-Perfect Conditions – A Case-Study from Automatic Summarization ACL 2022 Universal Evasion Attacks on Summarization Scoring EMNLP 2022 What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research NAACL 2022 A Preliminary Study on Evaluating Consultation Notes With Post-Editing EACL 2021 NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg ACL 2020 A Modular Tool for Automatic Summarization ACL 2019