Search Results for author: Gustavo A. Giménez-Lugo

Found 2 papers, 2 papers with code

Meeting the Needs of Low-Resource Languages: The Value of Automatic Alignments via Pretrained Models

1 code implementation • 15 Feb 2023 • Abteen Ebrahimi, Arya D. McCarthy, Arturo Oncevay, Luis Chiruzzo, John E. Ortega, Gustavo A. Giménez-Lugo, Rolando Coto-Solano, Katharina Kann

However, the languages most in need of automatic alignment are low-resource and, thus, not typically included in the pretraining data.

named-entity-recognition Named Entity Recognition +3

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Code

AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages

1 code implementation • ACL 2022 • Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Meza-Ruiz, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando Coto-Solano, Ngoc Thang Vu, Katharina Kann

Continued pretraining offers improvements, with an average accuracy of 44. 05%.

Cross-Lingual Transfer Natural Language Understanding +3

6

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Code

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