Statistical Significance Testing for Natural Language Processing
Language: en
Pages: 118
Authors: Rotem Dror
Categories: Computers
Type: BOOK - Published: 2020-04-03 - Publisher: Morgan & Claypool Publishers

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Data-driven experimental analysis has become the main evaluation tool of Natural Language Processing (NLP) algorithms. In fact, in the last decade, it has becom
On the Statistical Significance Testing for Natural Language Processing
Language: en
Pages: 127
Authors: Haotian Zhu
Categories:
Type: BOOK - Published: 2020 - Publisher:

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This thesis explores and compares statistical significance tests frequently used in comparing Natural Language Processing (NLP) system performance in several as
Validity, Reliability, and Significance
Language: en
Pages: 147
Authors: Stefan Riezler
Categories: Computers
Type: BOOK - Published: 2022-06-01 - Publisher: Springer Nature

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Empirical methods are means to answering methodological questions of empirical sciences by statistical techniques. The methodological questions addressed in thi
Statistical Significance Testing for Natural Language Processing
Language: en
Pages: 98
Authors: Rotem Dror
Categories: Computers
Type: BOOK - Published: 2022-06-01 - Publisher: Springer Nature

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Data-driven experimental analysis has become the main evaluation tool of Natural Language Processing (NLP) algorithms. In fact, in the last decade, it has becom
Statistics for Linguistics with R
Language: en
Pages: 374
Authors: Stefan Th. Gries
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2013-03-22 - Publisher: Walter de Gruyter

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This book is the revised and extended second edition of Statistics for Linguistics with R. The volume is an introduction to statistics for linguists using the o