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arXiv 2011.06819cs.CLcs.LG
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diagNNose: A Library for Neural Activation Analysis

Institute for Logic, Language and Computation, University of Amsterdam(阿姆斯特丹大学逻辑、语言与计算研究所)

Jaap Jumelet

英文摘要:

In this paper we introduce diagNNose, an open source library for analysing the activations of deep neural networks. diagNNose contains a wide array of interpretability techniques that provide fundamental insights into the inner workings of neural networks. We demonstrate the functionality of diagNNose with a case study on subject-verb agreement within language models. diagNNose is available at https://github.com/i-machine-think/diagnnose.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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