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UD on Software Requirements: Application and Challenges

  • University of Montreal
  • Computer Research Institute of Montreal

Résultats de recherche: Chapitre dans un livre, rapport, actes de conférenceParticipation à un ouvrage collectif lié à un colloque ou une conférenceRevue par des pairs

1 Citation (Scopus)

Résumé

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.

langue originaleAnglais
titreUDW 2021 - 5th Workshop on Universal Dependencies, Proceedings - To be held as part of SyntaxFest 2021
rédacteurs en chefMiryam de Lhoneux, Miryam de Lhoneux, Miryam de Lhoneux, Reut Tsarfaty, Reut Tsarfaty
EditeurAssociation for Computational Linguistics (ACL)
Pages62-74
Nombre de pages13
ISBN (Electronique)9781955917179
étatPublié - 2021
Modification externeOui
Evénement5th Workshop on Universal Dependencies, UDW 2021 - Sofia, Bulgarie
Durée: 21 mars 202125 mars 2021

Série de publications

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

Conférence

Conférence5th Workshop on Universal Dependencies, UDW 2021
Pays/TerritoireBulgarie
La villeSofia
période21/03/2125/03/21

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