Walter, Sebastian: Generation of multilingual ontology lexica with M-ATOLL : a corpus-based approach for the induction of ontology lexica. 2017
Inhalt
- Contents
- List of Tables
- List of Figures
- List of Abbreviations
- Introduction
- Foundations
- Related Work
- Information Extraction (IE)
- Ontology-based Information Extraction
- Open Information Extraction (OpenIE)
- Entity Recognition
- Entity Linking
- Coreference Resolution
- Terminology Extraction
- Question Answering
- Lexicalization
- M-ATOLL: Framework and Experiments
- Overview
- Label-based Approach
- Corpus-based Approach
- Examples
- Language-specific lexicalization patterns
- Evaluation
- Conclusion
- Analysis & Discussion
- Analysis of different filtering strategies
- Lemma-based filtering strategy
- Property-based filtering strategy
- Machine-learning-based filtering strategy
- Analysis of the corpus as well as the patterns
- Comparison with other systems
- Conclusion
- Extension: Adjective lexicalizations for restriction classes
- DBlexipedia
- Conclusion
- Conclusion
- Outlook
- Appendix: Templates
- Appendix: Feature Combinations
- Appendix: Linguistic patterns
- Appendix: Implementation
- Bibliography