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InCoRe
Integrating Collaborative and Linguistic Resources for Word Sense Disambiguation and Semantic Role Labeling
Lexical semantic resources (LSRs) are a basic building block for many natural language processing technologies such as word sense disambiguation or semantic role labeling.
These technologies often do not scale to real-life applications due to insufficient size and quality of the resources.
Goal
In this project, we integrate various expert-built (WordNet, FrameNet, VerbNet) and collaboratively created (Wikipedia, Wiktionary, OmegaWiki) LSRs in order to alleviate the coverage problems of the single resources.
Merging them will yield a novel resource of unprecedented coverage and quality – called UBY. It provides semantic operability between the integrated resources and offers uniform access to complementary information from the single resources, e.g., word senses, their definitions, domain labels, and example sentences, which is highly valuable for various natural language processing tasks.
We will explore the benefits of UBY in the tasks of word sense disambiguation and semantic role labeling.
Project Publications
| FrameNet on the Way to Babel: Creating a Bilingual FrameNet Using Wiktionary as Interlingual Connection |
| Silvana Hartmann and Iryna Gurevych In: Proceedings of the 51th Annual Meeting of the Association for Computational Linguistics (ACL 2013), p. to appear, August 2013. |
| Acquisition of Multiword Lexical Units for FrameNet |
| Silvana Hartmann and Iryna Gurevych Presentation at The International FrameNet Workshop 2013, April 2013. http://spraakbanken.gu.se/eng/Forskning/SweFN/FrameNetWS2013. |
| UBY -- A Large-Scale Lexical-Semantic Resource |
| Iryna Gurevych and Judith Eckle-Kohler and Silvana Hartmann and Michael Matuschek and Christian M. Meyer and Tri-Duc Nghiem In: Mariet Theune and Anton Nijholt and Maral Dadvar and Hendri Hondorp and Dolf Trieschnigg and Khiet Truong: Book of Abstracts of the 23rd Meeting of Computational Linguistics in the Netherlands: CLIN 2013, p. 81, Universiteit Twente, Faculteit Elektrotechniek, Wiskunde en Informatica, Poster presented at CLIN 2013, January 2013. http://hmi.ewi.utwente.nl/clin2013/. |
| Navigating Sense-Aligned Lexical-Semantic Resources: The Web Interface to UBY |
| Iryna Gurevych and Michael Matuschek and Tri-Duc Nghiem and Judith Eckle-Kohler and Silvana Hartmann and Christian M. Meyer In: Proceedings of the 11th "Konferenz zur Verarbeitung natürlicher Sprache" (KONVENS 2012), p. 194--198, September 2012. ISBN 3-85027-005-X. https://uby.ukp.informatik.tu-darmstadt.de/webui/. |
| UBY-LMF - A Uniform Model for Standardizing Heterogeneous Lexical-Semantic Resources in ISO-LMF |
| Judith Eckle-Kohler and Iryna Gurevych and Silvana Hartmann and Michael Matuschek and Christian M. Meyer In: Nicoletta Calzolari and Khalid Choukri and Thierry Declerck and Mehmet Uğur Doğan and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis: Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC), p. 275--282, May 2012. ISBN 978-2-9517408-7-7. http://www.ukp.tu-darmstadt.de/uby/. |
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People
- Prof. Iryna Gurevych, Principal Investigator
- Dr. Kostadin Cholakov, Postdoctoral Researcher
- Silvana Hartmann, Doctoral Researcher
Funding
The project is funded by the 
German Research Foundation (DFG). It was originally initiated as part of the Young Researcher's Excellence Emmy-Noether Program.
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