mlsanityData to 7 Oct 2026

Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections

arXiv 2301.13479 ↗First posted 31 Jan 2023cs.CLcited by 1

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Abstract (arXiv)

Archive collections are nowadays mostly available through search engines interfaces, which allow a user to retrieve documents by issuing queries. The study of these collections may be, however, impaired by some aspects of search engines, such as the overwhelming number of documents returned or the lack of contextual knowledge provided. New methods that could work independently or in combination with search engines are then required to access these collections. In this position paper, we propose to extend TimeLine Summarization (TLS) methods on archive collections to assist in their studies. We provide an overview of existing TLS methods and we describe a conceptual framework for an Archive TimeLine Summarization (ATLS) system, which aims to generate informative, readable and interpretable timelines.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 3 of its 54 references that are in the map. First posted on arXiv 31 Jan 2023.

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3 of 54 references.

References · 3

  1. 2019Fine-tune BERT for Extractive Summarizationcited by 122
  2. 2020Examining the State-of-the-Art in News Timeline Summarizationcited by 27
  3. 2018A Temporally Sensitive Submodularity Framework for Timeline Summarizationcited by 17

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