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Timeline Summarization

Identifying key dates of major events and providing short descriptions of what happened on these dates. (Source: https://www.aclweb.org/anthology/D19-5403/)

Papers

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Showing 1–25 of 25 papers

TitleStatusHype
Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline SummarizationCode3
Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological OrderCode1
DTELS: Towards Dynamic Granularity of Timeline SummarizationCode1
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal TransportCode1
Examining the State-of-the-Art in News Timeline SummarizationCode0
A Temporally Sensitive Submodularity Framework for Timeline SummarizationCode0
Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced RelevanceCode0
Learning towards Abstractive Timeline SummarizationCode0
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline SummarizationCode0
Improving ROUGE for Timeline Summarization—0
Joint Graphical Models for Date Selection in Timeline Summarization—0
Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization—0
Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries—0
Placing (Historical) Events on a Timeline: A Classification cum Co-ref Resolution Approach—0
Temporal reasoning for timeline summarisation in social media—0
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues—0
Extracting Temporal and Causal Relations between Events—0
A Dynamic Evolutionary Framework for Timeline Generation based on Distributed Representations—0
A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization—0
An Overview Of Temporal Commonsense Reasoning and Acquisition—0
Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections—0
Balancing Novelty and Salience: Adaptive Learning to Rank Entities for Timeline Summarization of High-impact Events—0
Dataset Reproducibility and IR Methods in Timeline Summarization—0
Evolutionary Hierarchical Dirichlet Process for Timeline Summarization—0
Abstractive Timeline Summarization—0
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