BriefGPT.xyz
Apr, 2020
WT5?! 训练文本对文本模型解释其预测
WT5?! Training Text-to-Text Models to Explain their Predictions
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Sharan Narang, Colin Raffel, Katherine Lee, Adam Roberts, Noah Fiedel...
TL;DR
本文使用文本到文本的框架,训练语言模型在生成自然文本预测的同时输出自然文本解释,实现了在可解释性基准测试上的最先进结果,并且允许跨数据集传递来自有限数量标记解释的理解能力。
Abstract
neural networks
have recently achieved human-level performance on various challenging
natural language processing
(NLP) tasks, but it is notoriously difficult to understand why a neural network produced a particu
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