Josu Goikoetxea

A reproducible survey on word embeddings and ontology-based methods for word similarity: Linear combinations outperform the state of the art

Juan J. Lastra-Díaz, Josu Goikoetxea, Mohamed Ali Hadj Taieb et al. · Engineering Applications of Artificial Intelligence · 2019 · 94 citations · Full text

Artificial Intelligence, Engineering, Similarity Measure +20

Random Walks and Neural Network Language Models on Knowledge Bases

Josu Goikoetxea, Aitor Soroa, Eneko Agirre · 2015 · 64 citations · Full text

Single or Multiple? Combining Word Representations Independently Learned from Text and WordNet

Josu Goikoetxea, Eneko Agirre, Aitor Soroa · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 49 citations · Full text

Engineering, Wordnet Information, Word Representations Independently +19

Bilingual embeddings with random walks over multilingual wordnets

Josu Goikoetxea, Aitor Soroa, Eneko Agirre · Knowledge-Based Systems · 2018 · 18 citations · Full text

Natural Language Processing, Engineering, Bilingual Embeddings +6

A large reproducible benchmark of ontology-based methods and word embeddings for word similarity

Juan J. Lastra-Díaz, Josu Goikoetxea, Mohamed Ali Hadj Taieb et al. · Information Systems · 2020 · 16 citations

Natural Language Processing, Engineering, Information Retrieval +15