conftrace_

timeline summarization

18 papers

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Co-occurring keywords · papers mentioning both

large language model (6) abstractive summarization (4) multi-document summarization (3) unsupervised learning (3) rouge metric (2) date selection (2) event extraction (2) event graph (2) social media (2) evaluation metric (2)

Papers

Agent Newsroom: Efficient Chronological Report Generation via Dynamic Multi-Agent Collaboration ACL 2026 Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance AAAI 2025 Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines NAACL 2025 R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration EMNLP 2025 Temporal reasoning for timeline summarisation in social media ACL 2025 Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization NAACL 2025 Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media ACL 2024 From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ACL 2024 Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections COLING 2022 Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization NAACL 2022 A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning ACL 2021 Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries ACL 2021 Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021 Examining the State-of-the-Art in News Timeline Summarization ACL 2020 Abstractive Timeline Summarization EMNLP 2019 Learning towards Abstractive Timeline Summarization IJCAI 2019 A Temporally Sensitive Submodularity Framework for Timeline Summarization CoNLL 2018 Improving ROUGE for Timeline Summarization EACL 2017