Book contents
- Frontmatter
- Contents
- List of Figures
- List of Tables
- List of Background Boxes
- Preface
- List of Abbreviations
- 1 Introduction
- 2 Julia Fundamentals
- 3 The Dataset
- 4 Representing Words’ Forms
- 5 Representing Words’ Meanings
- 6 Computing Comprehension and Production Mappings
- 7 Evaluating Mapping Accuracy
- 8 Producing Forms
- 9 Outputting Modelling Results
- 10 Cross-Validation
- 11 Deep Discriminative Learning in JudiLing
- 12 Worked Examples – Internal Validation
- 13 Predicting Behavioural Data with the DLM
- 14 Worked Examples: External Validation
- 15 No Escape from Morphemes?
- 16 Further Topics
- 17 Concluding Remarks
- References
- Index
3 - The Dataset
Published online by Cambridge University Press: 15 May 2026
Book contents
- Frontmatter
- Contents
- List of Figures
- List of Tables
- List of Background Boxes
- Preface
- List of Abbreviations
- 1 Introduction
- 2 Julia Fundamentals
- 3 The Dataset
- 4 Representing Words’ Forms
- 5 Representing Words’ Meanings
- 6 Computing Comprehension and Production Mappings
- 7 Evaluating Mapping Accuracy
- 8 Producing Forms
- 9 Outputting Modelling Results
- 10 Cross-Validation
- 11 Deep Discriminative Learning in JudiLing
- 12 Worked Examples – Internal Validation
- 13 Predicting Behavioural Data with the DLM
- 14 Worked Examples: External Validation
- 15 No Escape from Morphemes?
- 16 Further Topics
- 17 Concluding Remarks
- References
- Index
Summary
The dataset we will be working with contains information about Dutch singular and plural nouns and verbs. This dataset was originally collected by Ernestus and Baayen (2003). The authors extracted all words in the Dutch part of the CELEX database (Baayen et al., 1995) with a nominal, adjectival, or verbal base morpheme and which ended in an obstruent of which both the voiced and voiceless variants are existing phonemes in Dutch. Furthermore, the obstruent had to be followed by either the comparative suffix ([-ər]), the infinitive, or the plural suffix (both [-ən]).
Information
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- Chapter
- Information
- The Discriminative LexiconTheory, Implementation in the Julia Package JudiLing, and Applications, pp. 43 - 46Publisher: Cambridge University PressPrint publication year: 2026
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