LiLowLa – Publications

2024

  • Cristian García-Romero, Miquel Esplà-Gomis, Felipe Sánchez-Martínez. Smart bilingual focused crawling of parallel documents, arXiv preprint arXiv:2405.14779. https://arxiv.org/abs/2405.14779
  • Felipe Sánchez-Martínez, Juan Antonio Pérez-Ortiz, Víctor M. Sánchez-Cartagena, Andrés Lou, Cristian García-Romero, Aarón Galiano-Jiménez, Miquel Esplà-Gomis. Lightweight neural translation technologies for low-resource languages. In Proceedings of the 25th Annual Conference of the European Association for Machine Translation, In press, June 24-27, 2024, Sheffield, UK.
  • Andrés Lou, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez, Víctor M. Sánchez-Cartagena. Curated datasets and neural models for machine translation of informal registers between Mayan and Spanish vernaculars. In Proceedings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, In press, June 16-21, 2024, Mexico City, Mexico. https://arxiv.org/abs/2404.07673
  • Víctor M.Sánchez-Cartagena, Miquel Esplà-Gomis, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez. Non-fluent synthetic target-language data improve neural machine translation. In IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 46, number 2, p. 837-850. Published online in November 2023. https://doi.org/10.1109/TPAMI.2023.3333949 https://www.dlsi.ua.es/~fsanchez/pub/pdf/sanchez-cartagena24a.pdf

2023

  • Aarón Galiano-Jiménez, Felipe Sánchez-Martínez, Víctor M. Sánchez-Cartagena and Juan Antonio Pérez-Ortiz. Exploiting large pre-trained models for low-resource neural machine translation. In Proceedings of the 24th Annual Conference of the European Association for Machine translation, p. 59-68, June 12-15, 2023, Tampere, Finland. https://aclanthology.org/2023.eamt-1.7/

2022

  • Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez. Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, p. 7532-7543, December 7-11, 2022, Abu Dhabi, United Arab Emirates. https://aclanthology.org/2022.emnlp-main.511