2020 | Unsupervised Commonsense Question Answering with Self-Talk

Post author: Luxi Xing
Post link: <a href="http://xingluxi.github.io/2020/04/26/paper-2020-2004-05483-self-talk/" title="2020 | Unsupervised Commonsense Question Answering with Self-Talk">http://xingluxi.github.io/2020/04/26/paper-2020-2004-05483-self-talk/
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Posted on 2020-04-26 | Post modified: 2020-04-26 | In Paper-Note | Post Total Visits

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Title: Unsupervised Commonsense Question Answering with Self-Talk
Authors: Vered Shwartz, Peter West, Ronan Le Bras , Chandra Bhagavatula, Yejin Choi.
Org.: AI2
Published: null
Code: https://github.com/vered1986/self_talk

近期arxiv更新的一篇来自AI2的工作：基于self-talk进行无监督的常识问答

self-talk，启发自 inquiry-based discovery learning ^[1]，核心是构造一些query，来挖掘KB中的相关知识，得到的相关知识作为探索的结果，用于辅助目标任务。

Motivation

Method

Experiment

1.Jerome S Bruner. 1961. The act of discovery. Harvard educational review, 31:21–32. ↩