NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance

Aarne Talman; Marianna Apidianaki; Stergios Chatzikyriakidis; Jörg Tiedemann

NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance

Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis, Jörg Tiedemann

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021)
Editors	Simon Dobnik , Lilja Øvrelid
Number of pages	10
Place of Publication	Linköping
Publisher	Linköping University Electronic Press
Publication date	2021
Pages	276-285
ISBN (Electronic)	978-91-7929-614-8
Publication status	Published - 2021
MoE publication type	A4 Article in conference proceedings
Event	Nordic Conference on Computational Linguistics - [Online event], Reykjavik, Iceland Duration: 31 May 2021 → 2 Jun 2021 Conference number: 23 https://nodalida2021.github.io/index.html

Publication series

Name	Linköping Electronic Conference Proceedings
Publisher	Linköping University Electronic Press
Number	78
ISSN (Print)	1650-3686
ISSN (Electronic)	1650-3740

Name	NEALT Proceedings Series
Publisher	University of Tartu
Number	45
ISSN (Print)	1736-8197
ISSN (Electronic)	1736-6305

Fields of Science

6121 Languages

Access to Document

2021.nodalida-main_292Final published version, 406 KBLicence: CC BY

FoTran: Found in Translation - Natural Language Understanding with Cross-Lingual Grounding
Tiedemann, J. (Project manager), Attieh, J. (Participant), Aulamo, M. (Participant), Celikkanat, H. (Participant), De Gibert Bonet, O. (Participant), Grönroos, S.-A. (Participant), Mickus, T. (Participant), Raganato, A. (Participant), Scherrer, Y. (Participant), Silfverberg, M. (Participant), Sjöblom, E. I. (Participant), Talman, A. (Participant), Vazquez , R. (Participant), Virpioja, S. P. (Participant), Yli-Jyrä, A. (Participant), Zosa, E. (Participant), Celikkanat, H. (Participant), Raganato, A. (Participant), Silfverberg, M. (Participant), Sulubacak, U. (Participant) & Vazquez , R. (Participant)
01/09/2018 → 31/03/2024
Project: EU Horizon 2020: European Research Council: Consolidator Grant (H2020-ERC-COG)

Cite this

Talman, A., Apidianaki, M., Chatzikyriakidis, S., & Tiedemann, J. (2021). NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance. In S. Dobnik , & L. Øvrelid (Eds.), Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021) (pp. 276-285). (Linköping Electronic Conference Proceedings ; No. 78), (NEALT Proceedings Series ; No. 45). Linköping University Electronic Press.

Talman, Aarne ; Apidianaki, Marianna ; Chatzikyriakidis, Stergios et al. / NLI Data Sanity Check : Assessing the Effect of Data Corruption on Model Performance. Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021). editor / Simon Dobnik ; Lilja Øvrelid. Linköping : Linköping University Electronic Press, 2021. pp. 276-285 (Linköping Electronic Conference Proceedings ; 78). (NEALT Proceedings Series ; 45).

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title = "NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance",

keywords = "6121 Languages",

author = "Aarne Talman and Marianna Apidianaki and Stergios Chatzikyriakidis and J{\"o}rg Tiedemann",

year = "2021",

language = "English",

series = "Link{\"o}ping Electronic Conference Proceedings ",

publisher = "Link{\"o}ping University Electronic Press",

number = "78",

pages = "276--285",

editor = "{Dobnik }, {Simon } and {\O}vrelid, {Lilja }",

booktitle = "Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021)",

address = "Sweden",

note = "Nordic Conference on Computational Linguistics, NoDaLiDa ; Conference date: 31-05-2021 Through 02-06-2021",

url = "https://nodalida2021.github.io/index.html",

}

Talman, A, Apidianaki, M, Chatzikyriakidis, S & Tiedemann, J 2021, NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance. in S Dobnik & L Øvrelid (eds), Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021). Linköping Electronic Conference Proceedings , no. 78, NEALT Proceedings Series , no. 45, Linköping University Electronic Press, Linköping, pp. 276-285, Nordic Conference on Computational Linguistics, Reykjavik, Iceland, 31/05/2021.

NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance. / Talman, Aarne; Apidianaki, Marianna; Chatzikyriakidis, Stergios et al.
Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021). ed. / Simon Dobnik ; Lilja Øvrelid. Linköping: Linköping University Electronic Press, 2021. p. 276-285 (Linköping Electronic Conference Proceedings ; No. 78), (NEALT Proceedings Series ; No. 45).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - NLI Data Sanity Check

T2 - Nordic Conference on Computational Linguistics

AU - Talman, Aarne

AU - Apidianaki, Marianna

AU - Chatzikyriakidis, Stergios

AU - Tiedemann, Jörg

N1 - Conference code: 23

PY - 2021

Y1 - 2021

KW - 6121 Languages

M3 - Conference contribution

T3 - Linköping Electronic Conference Proceedings

SP - 276

EP - 285

BT - Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021)

A2 - Dobnik , Simon

A2 - Øvrelid, Lilja

PB - Linköping University Electronic Press

CY - Linköping

Y2 - 31 May 2021 through 2 June 2021

ER -

Talman A, Apidianaki M, Chatzikyriakidis S, Tiedemann J. NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance. In Dobnik S, Øvrelid L, editors, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021). Linköping: Linköping University Electronic Press. 2021. p. 276-285. (Linköping Electronic Conference Proceedings ; 78). (NEALT Proceedings Series ; 45).

NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance

Publication series

Fields of Science

Access to Document

Projects

FoTran: Found in Translation - Natural Language Understanding with Cross-Lingual Grounding

Cite this