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Visualizing and Explaining Language Models. (arXiv:2205.10238v1 [cs.CL])
May 23, 2022, 1:12 a.m. | Adrian M.P. Braşoveanu, Răzvan Andonie
cs.CL updates on arXiv.org arxiv.org
During the last decade, Natural Language Processing has become, after
Computer Vision, the second field of Artificial Intelligence that was massively
changed by the advent of Deep Learning. Regardless of the architecture, the
language models of the day need to be able to process or generate text, as well
as predict missing words, sentences or relations depending on the task. Due to
their black-box nature, such models are difficult to interpret and explain to
third parties. Visualization is often the …
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