BackKomunikazioak;;Comunicaciones: Recent submissions
Now showing items 5-8 of 293
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Generalizing and Improving Bilingual Word Embedding Mappings with a Multi-Step Framework of Linear Transformations
; Labaka Intxauspe, Gorka
; Agirre Bengoa, Eneko (Association for the Advancement of Artificial Intelligence, 2018)
Using a dictionary to map independently trained word embeddings to a shared space has shown to be an effective approach to learn bilingual word embeddings. In this work, we propose a multi-step framework of linear ... -
La cadena de suministro de la industria musical en el nuevo escenario phygital
Aparicio de Castro, María Gloria; Zorrilla Calvo, María Pilar ; (European Academic Publisher, 2023)
La industria musical ha experimentado cambios de importante calado, derivados sobre todo de la tecnología, que han afectado al modo de producir, distribuir y consumir música. Con ello han aparecido nuevos agentes, players, ... -
Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
; Labaka Intxauspe, Gorka; Agirre Bengoa, Eneko (2016)
Mapping word embeddings of different languages into a single space has multiple applications. In order to map from a source space into a target space, a common approach is to learn a linear mapping that minimizes the ... -
Learning bilingual word embeddings with (almost) no bilingual data
; Labaka Intxauspe, Gorka; Agirre Bengoa, Eneko (ACL, 2017)
Most methods to learn bilingual word embeddings rely on large parallel corpora, which is difficult to obtain for most language pairs. This has motivated an active research line to relax this requirement, with methods that ...