TY - GEN
T1 - The role of morphosyntactic similarity in generating related sentences
AU - Hammond, Michael
N1 - Publisher Copyright: © 2024 Association for Computational Linguistics.
PY - 2024
Y1 - 2024
N2 - In this paper we describe our work on Task 2: AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages. We tried three approaches, but only the third approach yielded improvement over the baseline system. The first system was a fairly generic transformer model. The second system was our own implementation of the edit tree approach from the baseline system. Our final attempt was a version of the baseline system where if no transformation succeeded, we applied transformations from similar morphosyntactic relations. We describe all three here, but, in the end, we only submitted the third system.
AB - In this paper we describe our work on Task 2: AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages. We tried three approaches, but only the third approach yielded improvement over the baseline system. The first system was a fairly generic transformer model. The second system was our own implementation of the edit tree approach from the baseline system. Our final attempt was a version of the baseline system where if no transformation succeeded, we applied transformations from similar morphosyntactic relations. We describe all three here, but, in the end, we only submitted the third system.
UR - https://www.scopus.com/pages/publications/85216930494
UR - https://www.scopus.com/pages/publications/85216930494#tab=citedBy
U2 - 10.18653/v1/2024.americasnlp-1.26
DO - 10.18653/v1/2024.americasnlp-1.26
M3 - Conference contribution
T3 - AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop
SP - 221
EP - 223
BT - AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop
A2 - Mager, Manuel
A2 - Ebrahimi, Abteen
A2 - Rijhwani, Shruti
A2 - Oncevay, Arturo
A2 - Chiruzzo, Luis
A2 - Pugh, Robert
A2 - von der Wense, Katharina
PB - Association for Computational Linguistics (ACL)
T2 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2024
Y2 - 21 June 2024
ER -