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EMNLP-2019/11-Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs #258

Open BrambleXu opened 5 years ago

BrambleXu commented 5 years ago

Summary:

任务是对话系统,导入了KG,然后用一个RL based 的推理模型(MINERVA (Das et al., 2018))选择KG中相关的fact,用于提供可解释性。

Resource:

Paper information:

Notes:

image

这篇文章的重点注意在3.3 Knowledge Selection on the Graph,如何把这个问题转换成一个RL的问题。

Model Graph:

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Result:

Thoughts:

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