news summarization

Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025 Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights ACL 2025 Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance NAACL 2025 Event-based evaluation of abstractive news summarization ACL 2025 EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents AAAI 2025 Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025 TECHSSN at SemEval-2025 Task 10: A Comparative Analysis of Transformer Models for Dominant Narrative-Based News Summarization SemEval 2025 When Neutral Summaries Are Not That Neutral: Quantifying Political Neutrality in LLM-Generated News Summaries (Student Abstract) AAAI 2025 Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024 CCSum: A Large-Scale and High-Quality Dataset for Abstractive News Summarization NAACL 2024 Exploring News Summarization and Enrichment in a Highly Resource-Scarce Indian Language: A Case Study of Mizo COLING 2024 GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024 Headline Token-based Discriminative Learning for Subheading Generation in News Article EACL 2023 SumREN: Summarizing Reported Speech about Events in News AAAI 2023 Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries EMNLP 2023 Video Timeline Modeling For News Story Understanding NeurIPS 2023 ASPECTNEWS: Aspect-Oriented Summarization of News Documents ACL 2022 Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization ACL 2022 Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning AACL 2022 NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias NAACL 2022 Read Top News First: A Document Reordering Approach for Multi-Document News Summarization ACL 2022 Updated Headline Generation: Creating Updated Summaries for Evolving News Stories ACL 2022 Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL 2021 Knowledge and Keywords Augmented Abstractive Sentence Summarization EMNLP 2021 MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization EMNLP 2021