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Intention Understanding in Small Training Data Sets by Using Transfer Learning | IEEE Conference Publication | IEEE Xplore

Intention Understanding in Small Training Data Sets by Using Transfer Learning


Abstract:

This research proposes an intention understanding method that uses transfer learning from Japanese-English translation data. It was found that the proposed method improve...Show More

Abstract:

This research proposes an intention understanding method that uses transfer learning from Japanese-English translation data. It was found that the proposed method improved performance over the baseline method for small training data, with intention understanding accuracy improving by a maximum of 10.8 points when the number of data for each intention label was 1.
Date of Conference: 05-08 October 2018
Date Added to IEEE Xplore: 28 February 2019
ISBN Information:
Conference Location: Auckland, New Zealand

References

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