BriefGPT.xyz
Oct, 2023
深度学习用于可解释的自然语言处理
This Reads Like That: Deep Learning for Interpretable Natural Language Processing
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Claudio Fanconi, Moritz Vandenhirtz, Severin Husmann, Julia E. Vogt
TL;DR
利用原型学习方法和自然语言处理,我们提出了一种学习加权相似度度量的方法,增强了相似度计算,并提出了一个可提取预测相关单词的解释机制来改进预测性能和解释质量。
Abstract
prototype learning
, a popular
machine learning
method designed for inherently
interpretable decisions
, leverages similarities to learned p
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