A reproducible survey on word embeddings and ontology-based methods for word similarity: Linear combinations outperform the state of the art JJ Lastra-Díaz, J Goikoetxea, MAH Taieb, A García-Serrano, MB Aouicha, ... Engineering Applications of Artificial Intelligence 85, 645-665, 2019 | 126 | 2019 |
Random walks and neural network language models on knowledge bases J Goikoetxea, A Soroa, E Agirre Proceedings of the 2015 conference of the North American Chapter of the …, 2015 | 89 | 2015 |
Single or multiple? combining word representations independently learned from text and wordnet J Goikoetxea, E Agirre, A Soroa Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 78 | 2016 |
Bilingual embeddings with random walks over multilingual wordnets J Goikoetxea, A Soroa, E Agirre Knowledge-Based Systems 150, 218-230, 2018 | 28 | 2018 |
European Language Equality D1. 2: Report on the state of the art in Language Technology and Language-centric AI, September 2021 R Agerri, E Agirre, I Aldabe, N Aranberri, JM Arriola, A Atutxa, G Azkune, ... URL https://european-languageequality. eu/wp-content/uploads/2021/10 …, 0 | 23 | |
A large reproducible benchmark of ontology-based methods and word embeddings for word similarity JJ Lastra-Díaz, J Goikoetxea, MAH Taieb, A Garcia-Serrano, MB Aouicha, ... Information Systems 96, 101636, 2021 | 19 | 2021 |
Reproducibility dataset for a large experimental survey on word embeddings and ontology-based methods for word similarity JJ Lastra-Díaz, J Goikoetxea, MAH Taieb, A García-Serrano, MB Aouicha, ... Data in brief 26, 104432, 2019 | 10 | 2019 |
Creating vocabulary exercises through NLP M Agirrezabal, B Altuna, L Gil Vallejo, J Goikoetxea, I Gonzalez Dios Digital Humanities in the Nordic Countries. Proceedings, 2019, 2019 | 10 | 2019 |
State-of-the-art in language technology and language-centric Artificial Intelligence R Agerri, E Agirre, I Aldabe, N Aranberri, JM Arriola, A Atutxa, G Azkune, ... European Language Equality: A Strategic Agenda for Digital Language Equality …, 2023 | 2 | 2023 |
Exploring the use of word embeddings and random walks on wikipedia for the cogalex shared task J Goikoetxea, E Agirre, A Soroa Proceedings of the 4th Workshop on Cognitive Aspects of the Lexicon (CogALex …, 2014 | 1 | 2014 |
Bridging Natural Language Processing and psycholinguistics: computationally grounded semantic similarity datasets for Basque and Spanish J Goikoetxea, I San Martin, M Arantzeta Frontiers in Language Sciences 3, 1458887, 2024 | | 2024 |
Ranking Over Scoring: Towards Reliable and Robust Automated Evaluation of LLM-Generated Medical Explanatory Arguments I De la Iglesia, I Goenaga, J Ramirez-Romero, JM Villa-Gonzalez, ... arXiv preprint arXiv:2409.20565, 2024 | | 2024 |
Multi-label Discourse Function Classification of Lexical Bundles in Basque and Spanish via transformer-based models J Goikoetxea, M Etxabe, M García, E Guzzi, M Alonso Procesamiento del Lenguaje Natural 73, 29-41, 2024 | | 2024 |