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UD on Software Requirements: Application and Challenges

  • University of Montreal
  • Computer Research Institute of Montreal

Research output: Contribution to Book/Report typesContribution to conference proceedingspeer-review

1 Citation (Scopus)

Abstract

Technical documents present distinct challenges when used in natural language processing tasks such as part-of-speech tagging or syntactic parsing. This is mainly due to the nature of their content, which may differ greatly from more studied texts like news articles, encyclopedic extracts or social media entries. This work contributes an English corpus composed of software requirement texts annotated in Universal Dependencies (UD) to study the differences, challenges and issues encountered on these documents when following the UD guidelines. Different structural and linguistic phenomena are studied in the light of their impact on manual and automatic dependency annotation. To better cope with texts of this nature, some modifications and features are proposed in order to enrich the existing UD guidelines to better cover technical texts. The proposed corpus is compared to other existing corpora to show the structural complexity of the texts as well as the challenge it presents to recent processing methods. This contribution is the first software requirement corpus annotated with UD relations.

Original languageEnglish
Title of host publicationUDW 2021 - 5th Workshop on Universal Dependencies, Proceedings - To be held as part of SyntaxFest 2021
EditorsMiryam de Lhoneux, Miryam de Lhoneux, Miryam de Lhoneux, Reut Tsarfaty, Reut Tsarfaty
PublisherAssociation for Computational Linguistics (ACL)
Pages62-74
Number of pages13
ISBN (Electronic)9781955917179
Publication statusPublished - 2021
Externally publishedYes
Event5th Workshop on Universal Dependencies, UDW 2021 - Sofia, Bulgaria
Duration: 21 Mar 202125 Mar 2021

Publication series

NameUDW 2021 - 5th Workshop on Universal Dependencies, Proceedings - To be held as part of SyntaxFest 2021

Conference

Conference5th Workshop on Universal Dependencies, UDW 2021
Country/TerritoryBulgaria
CitySofia
Period21/03/2125/03/21

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