65 citations · 69 across the 4 of their papers we have counts for
5 papers
Relational inductive biases on attention mechanisms
Víctor Mijangos, Ximena Gutierrez-Vasques, Verónica E. Arriola +3
Inductive learning aims to construct general models from specific examples, guided by biases that influence hypothesis selection and determine generalization capacity. In this work…
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets
Tanja Samardzic, Ximena Gutierrez, Christian Bentz +2
Typologically diverse benchmarks are increasingly created to track the progress achieved in multilingual NLP. Linguistic diversity of these data sets is typically measured as the n…
Comparing morphological complexity of Spanish, Otomi and Nahuatl
Ximena Gutierrez-Vasques, Victor Mijangos
We use two small parallel corpora for comparing the morphological complexity of Spanish, Otomi and Nahuatl. These are languages that belong to different linguistic families, the la…
Challenges of language technologies for the indigenous languages of the Americas
Manuel Mager, Ximena Gutierrez-Vasques, Gerardo Sierra +1
Indigenous languages of the American continent are highly diverse. However, they have received little attention from the technological perspective. In this paper, we review the res…
Low-resource bilingual lexicon extraction using graph based word embeddings
Ximena Gutierrez-Vasques, Victor Mijangos
In this work we focus on the task of automatically extracting bilingual lexicon for the language pair Spanish-Nahuatl. This is a low-resource setting where only a small amount of p…