BriefGPT.xyz
Apr, 2022
自然语言处理深度学习实验标准
Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective
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Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein, Daniel Varab, Mike Zhang...
TL;DR
本文提出了一种新的实验标准方法来加强自然语言处理领域中深度学习的实验证据，提高实验的可重复性，支持科学进步，并在公共存储库中提供了这些标准以适应未来需求。
Abstract
The field of
deep learning
(DL) has undergone explosive growth during the last decade, with a substantial impact on
natural language processing
(NLP) as well. Yet, as with other fields employing DL techniques, th
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