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Integrated Directional Gradients : Feature Interaction Attribution for Neural NLP Models

Sikdar, Sandipan (Corresponding author)^RWTH* ; Bhattacharya, Parantapa (Corresponding author) ; Heese, Kieran (Corresponding author)

In
The 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing - Tutorial abstracts : 1 August 2021, Bangkok, Thailand (online) : ACL-IJCNLP 2021, Seiten/Artikel-Nr: 865-878

2021

Konferenz/Event:11. International Joint Conference on Natural Language Processing , Bangkok , Thailand , IJCNLP 2021 , 2021-08-01 - 2021-08-06

Konferenz/Event:59. Annual Meeting of the Association for Computational Linguistics , Bangkok , Thailand , ACL 2021 , 2021-08-01 - 2021-08-06

ImpressumStroudsburg, PA : Association for Computational Linguistics (ACL)

Umfang865-878

ISBN978-1-954085-57-2

Online
DOI: 10.18154/RWTH-2021-10093
DOI: 10.18653/v1/2021.acl-long.71
10.18653/v1/2021.acl-long.71
URL: https://publications.rwth-aachen.de/record/834711/files/834711.pdf

Einrichtungen

1. Lehrstuhl für Methodik und Theorie computerbasierter Geistes- und Sozialwissenschaften (751210)

Projekte

1. StUpPD384-20 - Explaining deep neural network based text classifiers (EXS-SU-StUpPD384-20) (EXS-SU-StUpPD384-20)
2. Excellence Strategy (EXS)
3. ERS Start-Up (EXS) - Start-Up for Juniorprofessor and Postdocs (EXS-SU) (EXS-SU)

OpenAccess:
PDF

Dokumenttyp
Contribution to a book/Contribution to a conference proceedings

Format
online

Sprache
English

Anmerkung
Peer reviewed article

Externe Identnummern
SCOPUS: SCOPUS:2-s2.0-85118938308
WOS Core Collection: WOS:000698663100071

Interne Identnummern
RWTH-2021-10093
Datensatz-ID: 834711

Beteiligte Länder
Germany, USA