Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing
Hiroaki Ozaki, Gaku Morio, Terufumi Morishita, Toshinori Miyoshi
Semantics: Sentence-level Semantics, Textual Inference and Other areas Short paper Paper
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Abstract:
This paper describes the first report on cross-lingual transfer for semantic dependency parsing. We present the insight that there are twodifferent kinds of cross-linguality, namely sur-face level and mantic level, and try to cap-ture both kinds of cross-linguality by combin-ing annotation projection and model transferof pre-trained language models. Our exper-iments showed that the performance of our graph-based semantic dependency parser almost achieved the approximated upper bound.
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