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Time Expression and Named Entity Recognition

Language EnglishEnglish
Book Paperback
Book Time Expression and Named Entity Recognition Xiaoshi Zhong
Libristo code: 39511291
Publishers Springer Nature Switzerland AG, August 2022
This book presents a synthetic analysis about the characteristics of time expressions and named enti... Full description
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This book presents a synthetic analysis about the characteristics of time expressions and named entities, and some proposed methods for leveraging these characteristics to recognize time expressions and named entities from unstructured text. For modeling these two kinds of entities, the authors propose a rule-based method that introduces an abstracted layer between the specific words and the rules, and two learning-based methods that define a new type of tagging scheme based on the constituents of the entities, different from conventional position-based tagging schemes that cause the problem of inconsistent tag assignment. The authors also find that the length-frequency of entities follows a family of power-law distributions. This finding opens a door, complementary to the rank-frequency of words, to understand our communicative system in terms of language use.

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About the book

Full name Time Expression and Named Entity Recognition
Language English
Binding Book - Paperback
Date of issue 2022
Number of pages 96
EAN 9783030789633
Libristo code 39511291
Weight 191
Dimensions 155 x 235 x 7
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