| Topic |
Resource |
| Lexical Semantics |
Cruse, D.A. Lexical Semantics.
(Cambridge Textbooks in Linguistics).
Cambridge University Press, 1997.
Green, R., Bean, C.A., Myaeng S.H. (editors)
The Semantics of Relationships: An Interdisciplinary Perspective.
Kluwer Academic Publishers, 2002. |
| WordNet |
Fellbaum C. (editor) WordNet:
An electronic lexical database.
MIT Press, 1998.
WordNet homepage
http://wordnet.princeton.edu/wn2.0.shtml
|
| GermaNet |
Kunze, C., Lemnitzer, L., Wagner, A. (editors) Proceedings
of the Workshop "GermaNet: Application of the German wordnet in Theory and Practice". 9.-10.
October, Tübingen, 2003. Here an
online version.
Fisseni, B., Schmitz,
H.-C., Schröder, B., Wagner, P. (editors)
Proceedings of the Workshop "Applications of GermaNet II" in Sprachtechnologie, mobile Kommunikation und linguistische Resourcen, volume 8 of Computer Studies in Language and Speech. Peter Lang, Frankfurt am Main, 2005.
GermaNet homepage
http://www.sfs.nphil.
uni-tuebingen.de/lsd/
GermaNet Java API
http://www.eml-research.de/nlp/
download/GermaNetAPI.php
|
| Computing semantic relatedness |
Resnik P. 1995. Using information content to evaluate semantic similarity. In Proceedings of
the 14th International Joint Conference on Artificial Intelligence, pages 448-453, Montreal.
Resnik P. 1999. Semantic Similarity in a Taxonomy: An
Information- Based Measure and its Applications to Problems of Ambiguity in Natural Language. Journal of Artificial Intelligence Research, 11, 95-130.
Leacock C. and Chodorow M. 1998. Combining local
context and WordNet similarity for word sense identification. In Fellbaum 1998, pp. 265-283.
Jiang J. and Conrath D. 1997. Semantic similarity based on corpus statistics and lexical taxonomy. In Proceedings of International Conference on Research in Computational Linguistics, Taiwan.
Lin D. 1998. An information-theoretic definition of similarity. In Proceedings
of the 15th International Conference on Machine Learning, Madison, WI.
Banerjee S. and Pedersen T. 2002. An Adapted Lesk Algorithm for Word Sense Disambiguation Using WordNet. In Proceeding of the Fourth International Conference on Computational
Linguistics and Intelligent Text Processing (CICLING-02). Mexico City.
Iryna Gurevych. 2005.
Using the Structure of a Conceptual Network in Computing Semantic Relatedness. In Proceedings
of the 2nd International Joint Conference on Natural Language Processing (IJCNLP'2005), Jeju Island, Republic of Korea, October 11 - 13, 2005.
WordNet similarity software
http://www.d.umn.edu/%7Etpederse/similarity.html
GermaNet similarity
software (Java) can be obtained from me upon request
|
| Lexical Semantics in Information Retrieval |
Iryna Gurevych. 2005. Anwendungen
des semantischen
Wissens über Konzepte im Information Retrieval. In Proceedings
of "Knowledge eXtended: Die Kooperation
von Wissenschaftlern, Bibliothekaren und IT-Spezialisten",
Jülich, Germany, 2. - 4. November 2005.
Richardson, R. and Smeaton, A. (1995) Using WordNet
in a Knowledge-Based Approach to Information Retrieval, Dublin City Univ. TR CA-0395.
Smeaton, A. and Quigley, I. (1996) Experiments on
Using Semantic Distances between words in Image Caption Retrieval, SIGIR'96.
Gonzalo,
J., F. Verdejo, I. Chugur and J. Cigarrán (1998) Indexing with WordNet synsets can improve
text retrieval, in ACL/COLING Workshop on Usage of WordNet for Natural Language Processing.
|
| Lexical Semantics in Spelling Correction |
Hirst, Graeme and Budanitsky, Alexander. Correcting
real-word spelling errors by restoring lexical
cohesion. Natural Language Engineering, 11(1), March 2005, 87 - 111.
|
| Lexical Semantics in Text / Dialogue Summarization |
Iryna Gurevych and Michael Strube. 2004. Semantic
Similarity Applied to Spoken Dialogue Summarization. In Proceedings
of the 20th International Conference on Computational Linguistics, Geneva,
Switzerland, 23-27 August 2004, p.p. 764-770.
Iryna Gurevych and Thade Nahnsen. 2005. Adapting
Lexical Chaining to Summarize Conversational
Dialogues. In Proceedings of Recent Advances in Natural Language Processing Conference (RANLP'2005), Borovetz, Bulgaria, 21 - 23 September, 2005.
|
| Lexical Semantics
in Dialogue Systems |
Iryna Gurevych, Rainer Malaka, Robert Porzel, Hans-Peter Zorn. 2003. Semantic coherence scoring using
an ontology. In Proceedings of the Joint Human Language Technology and Northern Chapter of the Association for Computational Linguistics Conference (HLT-NAACL), Edmonton, Canada, p.p. 88 - 95.
Klaus Rüggenmann
and Iryna Gurevych. 2004.
Assigning domains to speech recognition hypotheses.
In Proceedings of HLT-NAACL Workshop on Spoken Language Understanding for Conversational Systems and Higher Level Linguistic Knowledge for Speech Processing, Boston, USA, May, p. p. 70 - 77.
|
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