Модельді Тасымалдау

method ID: modeltransfer

Related Papers

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Authors: nan

Publication: TIPSTER (2014)

DOI: nan

Previous research on annotation projection for parser induction across languages showed only limited success and often required substantial language-specific post-processing to fix inconsis- tencies and to lift the performance onto …...

5667

Effects of Layer Freezing on Transferring a Speech Recognition System to Under-resourced Languages

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Publication: TIPSTER (2021)

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In this paper, we investigate the effect of layer freezing on the effectiveness of model trans- fer in the area of automatic speech recogni- tion. We experiment with Mozilla’s Deep- …...

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Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing

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AbstractThis 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, …...

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To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning

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Publication: TIPSTER (2021)

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AbstractIn low-resource settings, model transfer can help to overcome a lack of labeled data for many tasks and domains. However, predicting useful transfer sources is a challenging problem, as even …...

31074