Contract-Related Summarization Task

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A Contract-Related Summarization Task is a domain-specific document summarization task that produces a contract-related summary.



References

2024

  • "Something Else Not to Use AI for: Summarizing Contracts."
    • QUOTE: ... But what might make sense for nonfiction writing doesn’t make sense for contracts, for two reasons. First, in contracts, everything matters! It’s like software code—leave something out and bad things can happen.

      And second, in the process of summarizing, usually you aren’t able to just prune some words, repeating the rest verbatim. Instead, you likely have to change some words. In the limited and stylized world of contract language, using different words can have significant implications. ...

2023

2022

  1. https://www.tldrlegal.com
  2. We will publicly release this dataset.

2019

  1. (Over et al., 2007) ⇒ Paul Over, Hoa Dang, and Donna Harman (2007). “DUC in Context". In: Information Processing & Management, 43(6):1506–1520.
  2. (Mihalcea & Tarau, 2004) ⇒ Rada Mihalcea, and Paul Tarau (2004). “Textrank: Bringing Order into Text". In: Proceedings of the 2004 conference on empirical methods in natural language processing.
  3. (Haghighi & Vanderwende, 2009) ⇒ Aria Haghighi, and Lucy Vanderwende (2009). “Exploring content models for multi-document summarization. In: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pages 362–370.