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Natural Language Processing and Wikis
Natural Language Processing and Wikis (NLP and Wikis) is a twofold area of research:
- In Wikis4NLP, we investigate how NLP algorithms can be improved by leveraging the vast amount of implicit knowledge prevalent in today's wikis rather than by using traditional knowledge sources like WordNet. Our Application Programming Interfaces for both Wikipedia (JWPL) and Wiktionary (JWKTL) allow for an efficient access to a large pool of collaboratively constructed knowledge.
- In NLP4Wikis, we address the problem that wikis tend to get disorganized as result of their rapid growth. Using NLP techniques, we try to improve the user interaction by providing suggestions and hints for everyday tasks. This work is done in the context of the project Wikulu – Self-Organizing Wikis.
Projects and Software
- Wikulu: Self-organizing Wikis: Using NLP techniques to improve the interaction with wiki-based systemsJWPL
- JWPL / JWKTL: Java-based Application Programming Interfaces for Wikipedia and Wiktionary
People
- Daniel Bär, Doctoral Researcher
- Carolin Deeg, Student Helper
- Nicolai Erbs, Doctoral Researcher
- Prof. Iryna Gurevych, Principal Investigator
- Artem Vovk, Student Helper
- Dr. Torsten Zesch, Senior Researcher
Selected Publications
| Multilingual Corpora and Multilingual Corpus Analyses |
| Lisa Beinborn In: International Journal of Multilingualism, vol. to appear, 2014. |
| Language Resources and Evaluation Journal - Special Issue on Collaboratively Constructed Language Resources |
In: Iryna Gurevych and Torsten Zesch, vol. 47, vol. Language Resources and Evaluation, no. 1, Springer Netherlands, 2013. http://link.springer.com/journal/10579/47/1/page/1. |
| The People’s Web Meets NLP: Collaboratively Constructed Language Resources |
In: Iryna Gurevych and Jungi Kim, vol. Theory and Applications of Natural Language Processing, E. Hovy, M. Johnson and G. Hirst (eds.), Springer, 2013. ISBN 978-3-642-35084-9. www.ukp.tu-darmstadt.de/scientific-community/edited-book-the-peoples-web-meets-nlp. |
| Text Reuse Detection Using a Composition of Text Similarity Measures |
| Daniel Bär and Torsten Zesch and Iryna Gurevych In: Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), p. 167-184, December 2012. |
| To Exhibit is not to Loiter: A Multilingual, Sense-Disambiguated Wiktionary for Measuring Verb Similarity |
| Christian M. Meyer and Iryna Gurevych In: Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), vol. 4, p. 1763--1780, December 2012. http://www.ukp.tu-darmstadt.de/data/lexical-resources/wiktionary/. |
| Wiktionary: A new rival for expert-built lexicons? Exploring the possibilities of collaborative lexicography |
| Christian M. Meyer and Iryna Gurevych In: Sylviane Granger and Magali Paquot: Electronic Lexicography, chap. 13, p. 259--291, Oxford University Press, November 2012. ISBN 978-0-19-965486-4. http://www.ukp.tu-darmstadt.de/data/lexical-resources/wiktionary/. |
| Evaluation of a Layered Approach to Question Answering over Linked Data |
| Sebastian Walter and Christina Unger and Philipp Cimiano and Daniel Bär In: Proceedings of the 11th International Semantic Web Conference, p. 362-374, November 2012. |
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