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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. |
| DKPro Similarity: An Open Source Framework for Text Similarity |
| Daniel Bär, Torsten Zesch, and Iryna Gurevych In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics. System Demonstrations, August 2013. |
| UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis |
| Torsten Zesch, Omer Levy, Iryna Gurevych, and Ido Dagan In: Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013), in conjunction with the 2nd Joint Conference on Lexical and Computational Semantics (*SEM 2013), p. 285-289, June 2013. |
| 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/. |
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