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Communication Dans Un Congrès Année : 2016

Cross-lingual Dependency Transfer : What Matters? Assessing the Impact of Pre- and Post-processing

Résumé

In this paper, we propose to analyze the pre- and post-processing steps applied in the context of cross-lingual dependency transfer. To this aim, we employ a simple transfer strategy that operates on partially annotated projected data. We show that a good data selection strategy is a key point in successfully transferring dependencies and that better data selection techniques need to be developed in order to achieve the performance of fully supervised methods.
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Dates et versions

hal-01961510 , version 1 (20-12-2018)

Identifiants

Citer

Ophélie Lacroix, Guillaume Wisniewski, François Yvon. Cross-lingual Dependency Transfer : What Matters? Assessing the Impact of Pre- and Post-processing. Workshop on Multilingual and Cross-lingual Methods in NLP, Jun 2016, San Diego, United States. pp.20 - 29, ⟨10.18653/v1/W16-1203⟩. ⟨hal-01961510⟩
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