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Cross-lingual alignment transfer: a chicken-and-egg story?
In: Workshop on Multilingual and Cross­-lingual Methods in NLP ; https://hal.archives-ouvertes.fr/hal-01622815 ; Workshop on Multilingual and Cross­-lingual Methods in NLP , Jun 2016, San Diego, CA, United States. pp.35-44, ⟨10.18653/v1/W16-1205⟩ ; https://aclanthology.coli.uni-saarland.de/volumes/proceedings-of-the-workshop-on-multilingual-and-cross-lingual-methods-in-nlp (2016)
Abstract: International audience ; 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.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Cross-lingual transfer; Word alignment
URL: https://hal.archives-ouvertes.fr/hal-01622815/document
https://hal.archives-ouvertes.fr/hal-01622815/file/W16-1205.pdf
https://doi.org/10.18653/v1/W16-1205
https://hal.archives-ouvertes.fr/hal-01622815
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