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Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems #1352

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icoxfog417 opened this issue Aug 23, 2019 · 1 comment
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@icoxfog417 icoxfog417 commented Aug 23, 2019

一言でいうと

対話システムで、発話に対する人間の評価を予測する関数を作り、それに基づき自己対話(Self-Play)で学習したという研究。評価関数は感情、文関係、質問らしさ(?を含むか)を組み合わせた線形関数。再現可能なよう学習済みモデル+ルールで構成され実装も公開されている。

論文リンク

https://arxiv.org/abs/1906.09308

著者/所属機関

Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Agata Lapedriza, Rosalind Picard

  • Massachusetts Institute of Technology

投稿日付(yyyy/MM/dd)

2019/6/21

概要

新規性・差分

手法

結果

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@icoxfog417 icoxfog417 commented Aug 23, 2019

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