Man vs. Machine: Extracting Character Networks from Human and Machine Translations

Aleksandra Konovalova; Antonio Toral

Man vs. Machine: Extracting Character Networks from Human and Machine Translations

Aleksandra Konovalova, Antonio Toral

Computational Linguistics (CL)

Onderzoeksoutput › Academic › peer review

2 Citaten (Scopus)

48 Downloads (Pure)

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Most of the work on Character Networks to date is limited to monolingual texts. Conversely, in this paper we apply and analyze Character Networks on both source texts (English novels) and their Finnish translations (both human- and machine-translated). We assume that this analysis could provide some insights on changes in translations that could modify the character networks, as well as the narrative. The results show that the character networks of translations differ from originals in case of long novels, and the differences may also vary depending on the novel and translator's strategy.

Originele taal-2	English
Titel	Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature
Redacteuren	Stefania Degaetano, Anna Kazantseva, Nils Reiter, Stan Szpakowicz
Plaats van productie	Gyeongju, Republic of Korea
Uitgeverij	International Conference on Computational Linguistics
Pagina's	75-82
Aantal pagina's	8
Status	Published - 1-okt.-2022

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Konovalova, A., & Toral, A. (2022). Man vs. Machine: Extracting Character Networks from Human and Machine Translations. In S. Degaetano, A. Kazantseva, N. Reiter, & S. Szpakowicz (editors), Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (blz. 75-82). International Conference on Computational Linguistics.

Konovalova, Aleksandra ; Toral, Antonio. / Man vs. Machine : Extracting Character Networks from Human and Machine Translations. Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. redacteur / Stefania Degaetano ; Anna Kazantseva ; Nils Reiter ; Stan Szpakowicz. Gyeongju, Republic of Korea : International Conference on Computational Linguistics, 2022. blz. 75-82

@inproceedings{50b983e80e5942fea216b3c256afb723,

title = "Man vs. Machine: Extracting Character Networks from Human and Machine Translations",

abstract = "Most of the work on Character Networks to date is limited to monolingual texts. Conversely, in this paper we apply and analyze Character Networks on both source texts (English novels) and their Finnish translations (both human- and machine-translated). We assume that this analysis could provide some insights on changes in translations that could modify the character networks, as well as the narrative. The results show that the character networks of translations differ from originals in case of long novels, and the differences may also vary depending on the novel and translator's strategy.",

author = "Aleksandra Konovalova and Antonio Toral",

note = "Publisher Copyright: {\textcopyright} 2022 International Conference on Computational Linguistics.",

year = "2022",

month = oct,

day = "1",

language = "English",

pages = "75--82",

editor = "Stefania Degaetano and Anna Kazantseva and Nils Reiter and Stan Szpakowicz",

booktitle = "Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature",

publisher = "International Conference on Computational Linguistics",

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Konovalova, A & Toral, A 2022, Man vs. Machine: Extracting Character Networks from Human and Machine Translations. in S Degaetano, A Kazantseva, N Reiter & S Szpakowicz (uitgave), Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. International Conference on Computational Linguistics, Gyeongju, Republic of Korea, blz. 75-82.

Man vs. Machine: Extracting Character Networks from Human and Machine Translations. / Konovalova, Aleksandra; Toral, Antonio.
Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. uitgave / Stefania Degaetano; Anna Kazantseva; Nils Reiter; Stan Szpakowicz. Gyeongju, Republic of Korea: International Conference on Computational Linguistics, 2022. blz. 75-82.

Onderzoeksoutput › Academic › peer review

TY - GEN

T1 - Man vs. Machine

T2 - Extracting Character Networks from Human and Machine Translations

AU - Konovalova, Aleksandra

AU - Toral, Antonio

PY - 2022/10/1

Y1 - 2022/10/1

N2 - Most of the work on Character Networks to date is limited to monolingual texts. Conversely, in this paper we apply and analyze Character Networks on both source texts (English novels) and their Finnish translations (both human- and machine-translated). We assume that this analysis could provide some insights on changes in translations that could modify the character networks, as well as the narrative. The results show that the character networks of translations differ from originals in case of long novels, and the differences may also vary depending on the novel and translator's strategy.

AB - Most of the work on Character Networks to date is limited to monolingual texts. Conversely, in this paper we apply and analyze Character Networks on both source texts (English novels) and their Finnish translations (both human- and machine-translated). We assume that this analysis could provide some insights on changes in translations that could modify the character networks, as well as the narrative. The results show that the character networks of translations differ from originals in case of long novels, and the differences may also vary depending on the novel and translator's strategy.

UR - http://www.scopus.com/inward/record.url?scp=85174492561&partnerID=8YFLogxK

M3 - Conference contribution

SP - 75

EP - 82

BT - Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature

A2 - Degaetano, Stefania

A2 - Kazantseva, Anna

A2 - Reiter, Nils

A2 - Szpakowicz, Stan

PB - International Conference on Computational Linguistics

CY - Gyeongju, Republic of Korea

ER -

Konovalova A, Toral A. Man vs. Machine: Extracting Character Networks from Human and Machine Translations. In Degaetano S, Kazantseva A, Reiter N, Szpakowicz S, redacteurs, Proceedings of the 6th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. Gyeongju, Republic of Korea: International Conference on Computational Linguistics. 2022. blz. 75-82

Man vs. Machine: Extracting Character Networks from Human and Machine Translations

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