Doctorado

Lingüística computacional, Inteligencia Artificial, Diversidad e impactos sociales de las tecnologías del lenguaje

• 2025

Gutierrez-Vasques, X., Pugh, R., Mijangos, V., Martínez, D. B., Aguilar, P., Segura, M., ... & Tyers, F. (2025, May). Py-Elotl: A Python NLP package for the languages of Mexico. In Proceedings of the Fifth Workshop on NLP for Indigenous Languages of the Americas (AmericasNLP) (pp. 38-47).

Mijangos de la Cruz, V. , Gutierrez-Vasques, X, Arriola V., Rodríguez-Dominguez U., Cervantes A., Almanzara J. Sesgos inductivos relacionales en mecanismos de atención. (2025).  Research in computing science. (En prensa)

• 2024

Mijangos de la Cruz, V. G., & Gutierrez-Vasques, X. (2024). De las ideas verdes incoloras hasta ChatGpt: los grandes modelos del lenguaje. TIES, Revista De Tecnología E Innovación En Educación Superior, (10), 12–23. 

Tanja Samardzic, Ximena Gutierrez, Christian Bentz, Steven Moran, and Olga Pelloni. 2024. A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets. In Findings of the Association for Computational Linguistics: NAACL 2024, 

• 2023

Ximena Gutierrez-Vasques, Christian Bentz, Tanja Samardžić; Languages through the Looking Glass of BPE Compression. Computational Linguistics 2023; doi: https://doi.org/10.1162/coli_a_00489

C Bentz, X Gutierrez-Vasques, O Sozinova, T Samardžić. Complexity trade-offs and equi-complexity in natural languages: a meta-analysis. Linguistics Vanguard 9 (s1), 9-25

• 2022

Tanja Samardzic, Ximena Gutierrez-Vasques, Rob van der Goot, Max MüllerEberstein, Olga Pelloni and Barbara Plank. On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers. CONLL, 2022

Kann, K., Ebrahimi, A., Mager, M., Oncevay, A., Ortega, J. E., Rios, A., Fan, A., Chiruzzo, L., Ramos, R., Meza Ruiz, I. V., Mager, E., Chaudhary, V., Neubig, G., Palmer, A., & Vu, N. T. (2022). AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas. Frontiers in Artificial Intelligence, 5. https://doi.org/10.3389/frai.2022.99566Kann, K., Ebrahimi, A., Mager, M., Oncevay, A., Ortega, J. E., Rios, A., Fan, A., Chiruzzo, L., Ramos, R., Meza Ruiz, I. V., Mager, E., Chaudhary, V., Neubig, G., Palmer, A., & Vu, N. T. (2022). AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas. Frontiers in Artificial Intelligence, 5. 

Bentz, Christian, Gutierrez-Vasques, Ximena, Sozinova, Olga and Samardžić, Tanja. Complexity trade-offs and equi-complexity in natural languages: a meta-analysis Linguistics Vanguard, 2022. https://doi.org/10.1515/lingvan-2021-0054

Adran Israel Lerma Mayer, Ximena Gutierrez-Vasques, Ernesto Priani Saiso, Hannu Salmi. Underlying Sentiments in 1867: A Study of News Flows on the Execution of Emperor Maximilian I of Mexico in Digitized Newspaper Corpora. Digital Humanities Quarterly (DHQ)

Book chapter: “Relación tipo-token para contrastar la complejidad morfológica del español-náhuatl”.   Ámbitos morfológicos: Descripciones y métodos. UNAM, Mayo, 2022. Authors: Haspelmath, Martín; Körtvélyessy, Lívia; ?tekauer, Pavol; Orqueda, Verónica; Toro Varela, Francisca; Arriagada Anabalón, Silvana; Esquivel Brizuela, Shaila; Espinosa Ochoa, Mary Rosa; Velázquez Elizalde, Alejandro; Gallegos Shibya, Alfonso; Mijangos de la Cruz, Víctor; Hernández Quiroz, Anselmo; Zacarías Ponce de León, Ramón; Méndez Cruz, Carlos Francisco; Arroyo Fernández, Ignacio; Gutiérrez Vasques, Ximena

• 2021

Gutierrez-Vasques, X., Bentz, C., Sozinova, O., & Samardzic, T. (2021). From characters to words: the turning point of BPE merges. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume

Ruzsics, T., Sozinova, O., Gutierrez-Vasques, X., & Samardzic, T. (2021l). Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level Rules. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume

Mager, M., Oncevay, A., Ebrahimi, A., Ortega, J., Gonzales, A. R., Fan, A., ... & Kann, K. (2021). Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas. In Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, NAACL.

Martínez, D. B., Mijangos, V., & Gutierrez-Vasques, X. (2021). Automatic Interlinear Glossing for Otomi language. In Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, NAACL

• 2020

Gutierrez-Vasques, X., & Mijangos, V. (2020). Productivity and Predictability for Measuring Morphological Complexity. Entropy, 22(1), 48. [paper]

Rocío Castellanos Rueda, Laura Martínez Domínguez, Ernesto Priani,  Laura Angélica López Méndez y Ximena Gutiérrez-Vasques (2020). “Si los telegramas no mienten”. Origen y circulación de las noticias de la explosión del Maine en la prensa mexicana, febrero 1898. Revista de historia de América,  no 159, p. 255-287. 

• 2019

Gutierrez-Vasques, X., Medina-Urrea, A., & Sierra, G. (2019). Morphological segmentation for extracting Spanish-Nahuatl bilingual lexicon. Procesamiento del Lenguaje Natural, 63, 41-48. [paper] [slides]

• 2018

Ximena Gutierrez-Vasques and Victor Mijangos. (2018). Comparing  morphological complexity of Spanish, Otomi and Nahuatl. In Proceedings  of the Workshop on Linguistic Complexity and Natural Language Processing.  Association for Computational Linguistics, Santa Fe, New-Mexico, pages 30–37. [paper] [slides]

Manuel  Mager, Ximena  Gutierrez-Vasques,  Gerardo Sierra, and  Ivan Meza. (2018). Challenges  of language technologies for the indigenous languages of the Americas. Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018). [paper] [slides]

Ximena Gutierrez Vasques. “Corpus paralelo español-náhuatl y su uso en las tecnologías del lenguaje humano”. In Galina Russell, Isabel; Peña Pimentel, Miriam; Priani Saisó, Ernesto; Barrón Tovar, José Francisco; Domínguez Herbón, David; Álvarez Sánchez, Adriana (Coords), Humanidades digitales: lengua, texto, patrimonio y datos. México, Bonilla Artigas Editores. 2018.

• 2017

Gutierrez-Vasques, X., & Mijangos, V. (2017). Low-resource bilingual lexicon extraction using graph based word embeddings. arXiv preprint arXiv:1710.02569. Presentado en Mexican International Conference on Artificial Intelligence (MICAI) 2017

• 2016 y anteriores

Gutierrez-Vasques, X. (2015). Bilingual lexicon extraction for a distant language pair using a small parallel corpus. In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop (pp. 154-160). 

Ximena Gutierrez-Vasques, Rocío Cerbón, Elena Carolina Vargas. Recopilación de un corpus paralelo electrónico para una lengua minoritaria: el caso del español-náhuatl. Primer Congreso Internacional el Patrimonio Cultural y las Nuevas Tecnologías (INAH, 2014) [paper]