García, MarcosGarcía Salido, MarcosAlonso, Miguel A.2024-07-162024-07-162019Garcia, M., García-Salido, M., & Alonso, M. A. (2019). Exploring cross-lingual word embeddings for the inference of bilingual dictionaries. In TIAD@ LDK (pp. 32-41).1613-0073urn:nbn:de:0074-2493-2http://hdl.handle.net/2183/38088Paper included in: Proceedings of TIAD-2019 Shared Task – Translation Inference Across Dictionaries co-located with the 2nd Language, Data and Knowledge Conference (LDK 2019) Leipzig, Germany, May 20, 2019.[Abstract]: We describe four systems to generate automatically bilingual dictionaries based on existing ones: three transitive systems differing only in the pivot language used, and a system based on a different approach which only needs monolingual corpora in both the source and target languages. All four methods make use of cross-lingual word embeddings trained on monolingual corpora, and then mapped into a shared vector space. Experimental results confirm that our strategy has a good coverage and recall, achieving a performance comparable to to the best submitted systems on the TIAD 2019 gold standard set among the teams participating at the TIAD shared task.engAtribución 4.0 Internacional© 2019 the authors.http://creativecommons.org/licenses/by/3.0/es/Bilingual dictionariesCross-lingual word embeddingsDistributional semanticsconference outputopen access