arXiv Open Access 2020

Unsupervised Bilingual Lexicon Induction Across Writing Systems

Parker Riley Daniel Gildea

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Abstrak

Recent embedding-based methods in unsupervised bilingual lexicon induction have shown good results, but generally have not leveraged orthographic (spelling) information, which can be helpful for pairs of related languages. This work augments a state-of-the-art method with orthographic features, and extends prior work in this space by proposing methods that can learn and utilize orthographic correspondences even between languages with different scripts. We demonstrate this by experimenting on three language pairs with different scripts and varying degrees of lexical similarity.

Topik & Kata Kunci

cs.CL

Penulis (2)

Parker Riley

Daniel Gildea

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APA MLA BibTeX

Riley, P., Gildea, D. (2020). Unsupervised Bilingual Lexicon Induction Across Writing Systems. https://arxiv.org/abs/2002.00037

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓