Learning cross-lingual embeddings from Twitter via distant supervision
J Camacho-Collados, Y Doval… - arXiv preprint arXiv …, 2019 - arxiv.org
Cross-lingual embeddings represent the meaning of words from different languages in the
same vector space. Recent work has shown that it is possible to construct such
representations by aligning independently learned monolingual embedding spaces, and
that accurate alignments can be obtained even without external bilingual data. In this paper
we explore a research direction that has been surprisingly neglected in the literature:
leveraging noisy user-generated text to learn cross-lingual embeddings particularly tailored …
same vector space. Recent work has shown that it is possible to construct such
representations by aligning independently learned monolingual embedding spaces, and
that accurate alignments can be obtained even without external bilingual data. In this paper
we explore a research direction that has been surprisingly neglected in the literature:
leveraging noisy user-generated text to learn cross-lingual embeddings particularly tailored …
[CITATION][C] Learning cross-lingual embeddings from Twitter via distant supervision, March 2020
J Camacho-Collados, Y Doval, E Martínez-Cámara… - 1905
Showing the best results for this search. See all results