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Sep, 2019
AllenNLP Interpret: 解释自然语言处理模型预测的框架
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
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Eric Wallace, Jens Tuyls, Junlin Wang, Sanjay Subramanian, Matt Gardner...
TL;DR
该研究提出了AllenNLP Interpret,一种灵活的框架,用于解释NLP模型,并提供了各种内置的解释方法和前端可视化组件,以展示其灵活性和实用性。
Abstract
neural nlp models
are increasingly accurate but are imperfect and opaque---they break in counterintuitive ways and leave end users puzzled at their behavior.
model interpretation
methods ameliorate this opacity b
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