You're reading from Natural Language Understanding with Python

Product typeBook

Published inJun 2023

PublisherPackt

ISBN-139781804613429

Edition1st Edition

Concepts

Machine Learning

Author (1)

Deborah A. Dahl

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

ablation 232

accuracy 164, 236

accuracy problems

application, restructuring 270

changing data 264

fixing 263

activation function 181, 186

example 187

air travel information system (ATIS) 233

analytics 12

annotations 29, 30

APIsList 31

URL 31

Apple Translate app

reference link 285

application data 31

application programming interfaces (APIs) 20

application, restructuring 270

classes, dividing 272, 273

classes, merging 272

need, visualizing 270, 271

applications, without NLP 26

graphical interfaces, using 27, 28

inputs, recognizing from known list of words 27

sufficient data availability, ensuring 28, 29

text, analyzing with regular expressions 26

application-specific types, techniques 89

class labels, substituting...

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Author (1)

Deborah A. Dahl

Deborah A. Dahl is the principal at Conversational Technologies, with over 30 years of experience in natural language understanding technology. She has developed numerous natural language processing systems for research, commercial, and government applications, including a system for NASA, and speech and natural language components on Android. She has taught over 20 workshops on natural language processing, consulted on many natural language processing applications for her customers, and written over 75 technical papers. Th is is Deborah's fourth book on natural language understanding topics. Deborah has a PhD in linguistics from the University of Minnesota and postdoctoral studies in cognitive science from the University of Pennsylvania.
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