Set-Valued prediction for Part-of-Speech tagging / Stefan Heid ; 1. Reviewer Prof. Dr. Eyke Hüllermeier, 2. Reviewer Prof. Dr. Michaela Geierhos. Paderborn, 2019
Inhalt
- Titlepage
- Abstract
- Acronyms
- Notation
- 1 Introduction
- 2 Prerequisites
- 3 Related Work
- 4 Corpus
- 5 Algorithm
- 5.1 Problem Definition
- 5.2 Data Preparation
- 5.3 Modified Performance Measures
- 5.4 CoreNLP Tagger
- 5.5 Extension
- 6 Evaluation
- 6.1 Dataset Splitting and Experiment Setup
- 6.2 Baseline
- 6.3 Model Selection
- 6.4 In-Domain Performance
- 6.5 Cross Domain Robustness
- 6.6 Robustness Against Unrelated Data
- 6.7 Across Corpus Performance
- 6.8 Error Analysis
- 6.9 Other Experiments
- 7 Conclusion
- Bibliography
- A Appendix
- Colophon
- Declaration