Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages

Piyushi Goyal; Musica Supriya; U. Dinesh Acharya; Ashalatha Nayak

Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages

Piyushi Goyal, Musica Supriya, U. Dinesh Acharya, Ashalatha Nayak

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper discusses the details of submission made by team Translation Techies to the Shared Task on Machine Translation in Dravidian languages- ACL 2022. In connection to the task, five language pairs were provided to test the accuracy of submitted model. A baseline transformer model with Neural Machine Translation(NMT) technique is used which has been taken directly from the OpenNMT framework. On this baseline model, tokenization is applied using the IndicNLP library. Finally, the evaluation is performed using the BLEU scoring mechanism.

Original language	English
Title of host publication	DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop
Editors	Bharathi Raja Chakravarthi, Ruba Priyadharshini, Anand Kumar Madasamy, Parameswari Krishnamurthy, Elizabeth Sherly, Sinnathamby Mahesan
Publisher	Association for Computational Linguistics (ACL)
Pages	120-124
Number of pages	5
ISBN (Electronic)	9781955917346
Publication status	Published - 2022
Event	2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop, DravidianLangTech 2022 - Dublin, Ireland Duration: 26-05-2022 → …

Publication series

Name	DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop

Conference

Conference	2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop, DravidianLangTech 2022
Country/Territory	Ireland
City	Dublin
Period	26-05-22 → …

All Science Journal Classification (ASJC) codes

Language and Linguistics
Linguistics and Language

Cite this

Goyal, P., Supriya, M., Dinesh Acharya, U., & Nayak, A. (2022). Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages. In B. R. Chakravarthi, R. Priyadharshini, A. K. Madasamy, P. Krishnamurthy, E. Sherly, & S. Mahesan (Eds.), DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop (pp. 120-124). (DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop). Association for Computational Linguistics (ACL).

Goyal, Piyushi ; Supriya, Musica ; Dinesh Acharya, U. et al. / Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages. DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop. editor / Bharathi Raja Chakravarthi ; Ruba Priyadharshini ; Anand Kumar Madasamy ; Parameswari Krishnamurthy ; Elizabeth Sherly ; Sinnathamby Mahesan. Association for Computational Linguistics (ACL), 2022. pp. 120-124 (DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop).

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title = "Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages",

abstract = "This paper discusses the details of submission made by team Translation Techies to the Shared Task on Machine Translation in Dravidian languages- ACL 2022. In connection to the task, five language pairs were provided to test the accuracy of submitted model. A baseline transformer model with Neural Machine Translation(NMT) technique is used which has been taken directly from the OpenNMT framework. On this baseline model, tokenization is applied using the IndicNLP library. Finally, the evaluation is performed using the BLEU scoring mechanism.",

author = "Piyushi Goyal and Musica Supriya and {Dinesh Acharya}, U. and Ashalatha Nayak",

note = "Publisher Copyright: {\textcopyright} 2022 Association for Computational Linguistics.; 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop, DravidianLangTech 2022 ; Conference date: 26-05-2022",

year = "2022",

language = "English",

series = "DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop",

publisher = "Association for Computational Linguistics (ACL)",

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editor = "Chakravarthi, {Bharathi Raja} and Ruba Priyadharshini and Madasamy, {Anand Kumar} and Parameswari Krishnamurthy and Elizabeth Sherly and Sinnathamby Mahesan",

booktitle = "DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop",

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Goyal, P, Supriya, M, Dinesh Acharya, U & Nayak, A 2022, Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages. in BR Chakravarthi, R Priyadharshini, AK Madasamy, P Krishnamurthy, E Sherly & S Mahesan (eds), DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop. DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop, Association for Computational Linguistics (ACL), pp. 120-124, 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop, DravidianLangTech 2022, Dublin, Ireland, 26-05-22.

Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages. / Goyal, Piyushi; Supriya, Musica; Dinesh Acharya, U. et al.

DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop. ed. / Bharathi Raja Chakravarthi; Ruba Priyadharshini; Anand Kumar Madasamy; Parameswari Krishnamurthy; Elizabeth Sherly; Sinnathamby Mahesan. Association for Computational Linguistics (ACL), 2022. p. 120-124 (DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Goyal P, Supriya M, Dinesh Acharya U , Nayak A. Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages. In Chakravarthi BR, Priyadharshini R, Madasamy AK, Krishnamurthy P, Sherly E, Mahesan S, editors, DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop. Association for Computational Linguistics (ACL). 2022. p. 120-124. (DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop).

Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages

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