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Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections—0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