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An Empirical Study of Active Learning with Support Vector Machines forJapanese Word Segmentation

Authors: nan

Publication: TIPSTER (2002)

DOI: nan

We explore how active learning with Sup- port Vector Machines works well for a non-trivial task in natural language pro- cessing. We use Japanese word segmenta- tion as a test …...

35001

Using Smaller Constituents Rather Than Sentences in Active Learning for Japanese Dependency Parsing

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

We investigate active learning methods for Japanese dependency parsing. We propose active learning methods of using partial dependency relations in a given sentence for parsing and evaluate their effective- ness …...

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Modeling Easiness for Training Transformers with Curriculum Learning

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Publication: TIPSTER (2023)

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AbstractDirectly learning from complex examples is generally problematic for humans and machines. Indeed, a better strategy is exposing learners to examples in a reasonable, pedagogically-motivated order. Curriculum Learning (CL) has …...

19986