Explainable Natural Language Processing


Explainable Natural Language Processing (Synthesis Lectures on Human Language Technologies)
Author: Anders Søgaard
Publisher finelybook 出版社: Morgan & Claypool Publishers (22 Sept. 2021)
Language 语言: English
Print Length 页数: 118 pages
ISBN-10: 1636392156
ISBN-13: 9781636392158


Book Description
By finelybook

This book presents a taxonomy framework and survey of methods relevant to explaining the decisions and analyzing the inner workings of Natural Language Processing (NLP) models. The book is intended to provide a snapshot of Explainable NLP,though the field continues to rapidly grow. The book is intended to be both readable Author: first-year M.Sc. students and interesting to an expert audience. The book opens Author: motivating a focus on providing a consistent taxonomy,pointing out inconsistencies and redundancies in previous taxonomies. It goes on to present (i) a taxonomy or framework for thinking about how approaches to explainable NLP relate to one another; (ii) brief surveys of each of the classes in the taxonomy,with a focus on methods that are relevant for NLP; and (iii) a discussion of the inherent limitations of some classes of methods,as well as how to best evaluate them. Finally,the book closes Author: providing a list of resources for further research on explainability.
此内容查看价格为4积分(VIP免费),请先
Explainable Natural Language Processing 9781636392134.pdf

相关文件下载地址

下载地址 Download解决验证以访问链接!
打赏
未经允许不得转载:finelybook » Explainable Natural Language Processing

评论 抢沙发

觉得文章有用就打赏一下

您的打赏,我们将继续给力更多优质内容

支付宝扫一扫

微信扫一扫