Reference : TAPHSIR: Towards AnaPHoric Ambiguity Detection and ReSolution In Requirements
Scientific congresses, symposiums and conference proceedings : Paper published in a book
Engineering, computing & technology : Computer science
http://hdl.handle.net/10993/52637
TAPHSIR: Towards AnaPHoric Ambiguity Detection and ReSolution In Requirements
English
Ezzini, Saad mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SVV >]
Abualhaija, Sallam mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SVV >]
Arora, Chetan []
Sabetzadeh, Mehrdad []
2022
ACM SIGSOFT CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING
Yes
ACM SIGSOFT CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING
from 14-11-2022 to 18-11-2022
[en] Requirements Engineering ; Natural-language Requirements ; Ambiguity ; Natural Language Processing ; Machine Learning ; BERT
[en] We introduce TAPHSIR -- a tool for anaphoric ambiguity detection and anaphora resolution in requirements. TAPHSIR facilities reviewing the use of pronouns in a requirements specification and revising those pronouns that can lead to misunderstandings during the development process. To this end, TAPHSIR detects the requirements which have potential anaphoric ambiguity and further attempts interpreting anaphora occurrences automatically. TAPHSIR employs a hybrid solution composed of an ambiguity detection solution based on machine learning and an anaphora resolution solution based on a variant of the BERT language model. Given a requirements specification, TAPHSIR decides for each pronoun occurrence in the specification whether the pronoun is ambiguous or unambiguous, and further provides an automatic interpretation for the pronoun. The output generated by TAPHSIR can be easily reviewed and validated by requirements engineers. TAPHSIR is publicly available on Zenodo (https://doi.org/10.5281/zenodo.5902117).
Fonds National de la Recherche - FnR
http://hdl.handle.net/10993/52637
10.1145/3540250.3558928
FnR ; FNR12632261 > Mehrdad Sabetzadeh > EQUACS > Early Quality Assurance Of Critical Systems > 01/01/2019 > 31/12/2021 > 2018

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