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Cross-lingual alignment transfer: a chicken-and-egg story?

Sujet: Cross-lingual transfer, Word alignment, [INFO.INFO-TT] Computer Science [cs]/Document and Text Processing, [INFO.INFO-CL] Computer Science [cs]/Computation and Language [cs.CL]
Auteur: Aufrant, Lauriane, Wisniewski, Guillaume, Yvon, François
Résumé: In this paper, we challenge a basic assumption of many cross-lingual transfer techniques: the availability of word aligned parallel corpora, and consider ways to accommodate situations in which such resources do not exist. We show experimentally that, here again, weakly supervised cross-lingual learning techniques can prove useful, once adapted to transfer knowledge across pairs of languages.
Source: info:eu-repo/semantics/altIdentifier/doi/10.18653/v1/W16-1205
Editeur: HAL CCSD