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

Additional Attributes

Type

Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources

Silvana Hartmann, Judith Eckle-Kohler, Iryna Gurevych
In: Transactions of the Association for Computational Linguistics, Vol. 4, p. 197--213, May 2016
[Online-Edition: https://www.ukp.tu-darmstadt.de/knowledge-based-srl/]
[Article]

GermEval 2015: LexSub -- A Shared Task for German-language Lexical Substitution

Tristan Miller, Darina Benikova, Sallam Abualhaija
In: Proceedings of GermEval 2015: LexSub, p. 1--9, September 2015
[Online-Edition: https://sites.google.com/site/germeval2015/]
[Inproceedings]

Lexical Substitution Dataset for German

Kostadin Cholakov, Chris Biemann, Judith Eckle-Kohler, Iryna Gurevych
In: Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC 2014), p. 1406-1411, May 2014
European Language Resources Association (ELRA)
[Online-Edition: https://www.ukp.tu-darmstadt.de/data/lexical-substitution/lexical-substitution-dataset-german/]
[Inproceedings]

Automated Verb Sense Labelling Based on Linked Lexical Resources

Kostadin Cholakov, Judith Eckle-Kohler, Iryna Gurevych
In: Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014), p. 68-77, April 2014
Association for Computational Linguistics
[Online-Edition: http://www.ukp.tu-darmstadt.de/data/sense-labelling-resources/verb-sense-labelling/]
[Inproceedings]

FrameNet on the Way to Babel: Creating a Bilingual FrameNet Using Wiktionary as Interlingual Connection

Silvana Hartmann, Iryna Gurevych
In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Vol. 1, p. 1363-1373, August 2013
Association for Computational Linguistics
[Inproceedings]

UBY -- A Large-Scale Lexical-Semantic Resource

Iryna Gurevych, Judith Eckle-Kohler, Silvana Hartmann, Michael Matuschek, Christian M. Meyer, Tri-Duc Nghiem
In: Book of Abstracts of the 23rd Meeting of Computational Linguistics in the Netherlands: CLIN 2013, p. 81, January 2013
Universiteit Twente, Faculteit Elektrotechniek, Wiskunde en Informatica
[Online-Edition: http://hmi.ewi.utwente.nl/clin2013/]
[Inproceedings]

Navigating Sense-Aligned Lexical-Semantic Resources: The Web Interface to UBY

Iryna Gurevych, Michael Matuschek, Tri-Duc Nghiem, Judith Eckle-Kohler, Silvana Hartmann, Christian M. Meyer
In: Proceedings of the 11th "Konferenz zur Verarbeitung natürlicher Sprache" (KONVENS 2012), p. 194--198, September 2012
[Online-Edition: http://www.ukp.tu-darmstadt.de/uby/]
[Inproceedings]

UBY-LMF - A Uniform Model for Standardizing Heterogeneous Lexical-Semantic Resources in ISO-LMF

Judith Eckle-Kohler, Iryna Gurevych, Silvana Hartmann, Michael Matuschek, Christian M. Meyer
In: Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC), p. 275--282, May 2012
[Online-Edition: http://www.ukp.tu-darmstadt.de/uby/]
[Inproceedings]

The Open Linguistics Working Group

Christian Chiarcos, Sebastian Hellmann, Sebastian Nordhoff, Steven Moran, Richard Littauer, Judith Eckle-Kohler, Iryna Gurevych, Silvana Hartmann, Michael Matuschek, Christian M. Meyer
In: Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC), p. 3603--3610, May 2012
[Inproceedings]

People

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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