Standard
Moses and the Character-Based Random Babbling Baseline : CoAStaL at AmericasNLP 2021 Shared Task. / Bollmann, Marcel; Aralikatte, Rahul; Bello, Héctor Ricardo Murrieta; Hershcovich, Daniel; de Lhoneux, Miryam; Søgaard, Anders.
Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021. ed. / Manuel Mager; Arturo Oncevay; Annette Rios; Ivan Vladimir Meza Ruiz; Alexis Palmer; Graham Neubig; Katharina Kann. Association for Computational Linguistics, 2021. p. 248-254.
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Harvard
Bollmann, M, Aralikatte, R, Bello, HRM
, Hershcovich, D, de Lhoneux, M
& Søgaard, A 2021,
Moses and the Character-Based Random Babbling Baseline: CoAStaL at AmericasNLP 2021 Shared Task. in M Mager, A Oncevay, A Rios, IVM Ruiz, A Palmer, G Neubig & K Kann (eds),
Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021. Association for Computational Linguistics, pp. 248-254, 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021, Virtual, Online,
11/06/2021.
https://doi.org/10.18653/v1/2021.americasnlp-1.28APA
Bollmann, M., Aralikatte, R., Bello, H. R. M.
, Hershcovich, D., de Lhoneux, M.
, & Søgaard, A. (2021).
Moses and the Character-Based Random Babbling Baseline: CoAStaL at AmericasNLP 2021 Shared Task. In M. Mager, A. Oncevay, A. Rios, I. V. M. Ruiz, A. Palmer, G. Neubig, & K. Kann (Eds.),
Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021 (pp. 248-254). Association for Computational Linguistics.
https://doi.org/10.18653/v1/2021.americasnlp-1.28Vancouver
Bollmann M, Aralikatte R, Bello HRM
, Hershcovich D, de Lhoneux M
, Søgaard A.
Moses and the Character-Based Random Babbling Baseline: CoAStaL at AmericasNLP 2021 Shared Task. In Mager M, Oncevay A, Rios A, Ruiz IVM, Palmer A, Neubig G, Kann K, editors, Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021. Association for Computational Linguistics. 2021. p. 248-254
https://doi.org/10.18653/v1/2021.americasnlp-1.28Author
Bollmann, Marcel ; Aralikatte, Rahul ; Bello, Héctor Ricardo Murrieta ; Hershcovich, Daniel ; de Lhoneux, Miryam ; Søgaard, Anders. / Moses and the Character-Based Random Babbling Baseline : CoAStaL at AmericasNLP 2021 Shared Task. Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021. editor / Manuel Mager ; Arturo Oncevay ; Annette Rios ; Ivan Vladimir Meza Ruiz ; Alexis Palmer ; Graham Neubig ; Katharina Kann. Association for Computational Linguistics, 2021. pp. 248-254
Bibtex
@inproceedings{b7056869ad7b4215afd2729d0e492ffd,
title = "Moses and the Character-Based Random Babbling Baseline: CoAStaL at AmericasNLP 2021 Shared Task",
abstract = "We evaluated a range of neural machine translation techniques developed specifically for low-resource scenarios. Unsuccessfully. In the end, we submitted two runs: (i) a standard phrase-based model, and (ii) a random babbling baseline using character trigrams. We found that it was surprisingly hard to beat (i), in spite of this model being, in theory, a bad fit for polysynthetic languages; and more interestingly, that (ii) was better than several of the submitted systems, highlighting how difficult low-resource machine translation for polysynthetic languages is.",
author = "Marcel Bollmann and Rahul Aralikatte and Bello, {H{\'e}ctor Ricardo Murrieta} and Daniel Hershcovich and {de Lhoneux}, Miryam and Anders S{\o}gaard",
note = "Publisher Copyright: {\textcopyright} 2021 Association for Computational Linguistics; 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021 ; Conference date: 11-06-2021",
year = "2021",
doi = "10.18653/v1/2021.americasnlp-1.28",
language = "English",
pages = "248--254",
editor = "Manuel Mager and Arturo Oncevay and Annette Rios and Ruiz, {Ivan Vladimir Meza} and Alexis Palmer and Graham Neubig and Katharina Kann",
booktitle = "Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021",
publisher = "Association for Computational Linguistics",
}
RIS
TY - GEN
T1 - Moses and the Character-Based Random Babbling Baseline
T2 - 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021
AU - Bollmann, Marcel
AU - Aralikatte, Rahul
AU - Bello, Héctor Ricardo Murrieta
AU - Hershcovich, Daniel
AU - de Lhoneux, Miryam
AU - Søgaard, Anders
N1 - Publisher Copyright:
© 2021 Association for Computational Linguistics
PY - 2021
Y1 - 2021
N2 - We evaluated a range of neural machine translation techniques developed specifically for low-resource scenarios. Unsuccessfully. In the end, we submitted two runs: (i) a standard phrase-based model, and (ii) a random babbling baseline using character trigrams. We found that it was surprisingly hard to beat (i), in spite of this model being, in theory, a bad fit for polysynthetic languages; and more interestingly, that (ii) was better than several of the submitted systems, highlighting how difficult low-resource machine translation for polysynthetic languages is.
AB - We evaluated a range of neural machine translation techniques developed specifically for low-resource scenarios. Unsuccessfully. In the end, we submitted two runs: (i) a standard phrase-based model, and (ii) a random babbling baseline using character trigrams. We found that it was surprisingly hard to beat (i), in spite of this model being, in theory, a bad fit for polysynthetic languages; and more interestingly, that (ii) was better than several of the submitted systems, highlighting how difficult low-resource machine translation for polysynthetic languages is.
UR - http://www.scopus.com/inward/record.url?scp=85123952292&partnerID=8YFLogxK
U2 - 10.18653/v1/2021.americasnlp-1.28
DO - 10.18653/v1/2021.americasnlp-1.28
M3 - Article in proceedings
AN - SCOPUS:85123952292
SP - 248
EP - 254
BT - Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021
A2 - Mager, Manuel
A2 - Oncevay, Arturo
A2 - Rios, Annette
A2 - Ruiz, Ivan Vladimir Meza
A2 - Palmer, Alexis
A2 - Neubig, Graham
A2 - Kann, Katharina
PB - Association for Computational Linguistics
Y2 - 11 June 2021
ER -
