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| Datum |
Thema |
Literatur |
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20.04
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Einführung:lexikalische
Semantik, Wissensquellen, z.B. WordNet, semantische Ähnlichkeit,
semantische Distanz. |
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Überblick über
Methoden der lexikalischen SemantikSemantic
Similarity packageKorpus-basierte
Arbeiten |
- Budanitsky
A. and Hirst G. 2001. Semantic distance
in WordNet:: An experimental,
application-
oriented evaluation of five measures. In
Workshop
on WordNet and Other Lexical Resources,
Second meeting
of the North American Chapter of the Association for Computational
Linguistics.
Pittsburgh, PA.
- Budanitsky,
Alexander and Hirst, Graeme. Evaluating
WordNet-based measures
of semantic distance.
Submitted
for publication, 2004.
- Pedersen,
Patwardhan, and Michelizzi. 2004.WordNet:: Similarity - Measuring
the Relatedness of Concepts In Proceedings of Fifth
Annual Meeting of the North American Chapter of the Association
for
Computational Linguistics
(NAACL-04), May 3-5, 2004,
Boston, MA
- Pedersen,
Patwardhan, and Michelizzi. 2004.
WordNet:: Similarity -
Measuring the Relatedness
of Concepts. In Proceedings
of the Nineteenth
National Conference on Artificial Intelligence
(AAAI-
04), July 25-29, 2004, San Jose, CA
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GermaNet,Open
ThesaurusGermaNet
API and Semantic Relatedness Software Package |
- Homepage
des Projekts GermaNet
- Daniel
Naber. 2005. OpenThesaurus: ein offenes
deutsches
Wortnetz, in: Sprachtechnologie, mobile Kommunikation
und linguistische Ressourcen:
Beiträge zur GLDV-Tagung 2005 in
Bonn. Peter-Lang-
Verlag, Frankfurt, 2005. Seite 422-433. Homepage
-
Iryna
Gurevych and Hendrik Niederlich. 2005.
Measuring Semantic
Relatedness of GermaNet
Concepts. In Proceedings
of the Workshop "Applications of GermaNet II" at the GLDV
Conference 2005, Bonn, Germany, 30 March - 1 April
2005.
Anfragen wegen Verfügbarkeit, etc. an Iryna Gurevych richten.
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Distributional
versus semantic similarity |
- A
set of demos for computing word similarities, such as dependency-based,
proximity-based similarity, word clusters, search collocation by
example.
- A
programm illustrates 11
different distributional
similarity measures.
- Stanford
University's InfoMap project.
- Semantic
Space Model demo.
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Leacock & Chodorow
(1998) |
- Leacock
C. and Chodorow M. 1998. Combining local
context and WordNet
similarity for word sense identification. In Fellbaum
1998, pp. 265-283.
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Jiang & Conrath
(1997) |
- 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.
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Resnik
(1995) |
- 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.
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Lin
(1998) |
- Lin
D. 1998. An information-theoretic definition of similarity. In Proceedings
of the 15th
International Conference on Machine Learning,
Madison,
WI.
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Hirst & St-Onge
(1998) |
- Hirst
G. and St-Onge D. 1998. Lexical Chains as representations
of
context for the detection and correction of malapropisms.
In
Fellbaum 1998, pp. 305-332.
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Wu & Palmer
(1994) |
- Wu
Z. and Palmer M. 1994. Verb Semantics
and Lexical Selection. In Proceedings
of the
32nd Annual Meeting of the Association for
Computational
Linguistics. Las Cruces, New Mexico.
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Banerjee
and Pedersen (2002) |
- 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.
- Banerjee
S. Adapting the Lesk algorithm
for word sense disambiguation
to WordNet.
Master Thesis, University of Minnesota, Duluth,
2002.
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Patwardhan
(2003) |
- Patwardhan
S. Incorporating dictionary and corpus information into a
vector measure of semantic relatedness.
Master Thesis, University
of Minnesota, Duluth, 2003.
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Anwendung:
Wortlesartendisambiguierung |
- Schütze
H. 1998. Automatic Word Sense Discrimination. Computational
Linguistics,
24(1):97-123.
- Patwardhan
S., Banerjee S. and Pedersen
T. 2002. Using Semantic Relatedness
for
Word Sense Disambiguation. In
Proceedings of the
Fourth International
Conference on Intelligent Text Processing
and Computational Linguistics, Mexico City.
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Anwendung:
Rechtschreibkorrektur |
- Hirst,
Graeme and Budanitsky, Alexander.
Correcting real-word spelling
errors by
restoring lexical cohesion. Submitted for publication.
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Anwendung:
Informationserschließung und Extraktion |
- 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.
- Sanderson,
M. (1994) Word
Sense Disambiguation and Information Retrieval, SIGIR'94.
- 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.
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Anwendung:
Text-/Dialogzusammenfassung |
- Iryna
Gurevych and Michael Strube. 2004. Semantic Similarity Applied
to Spoken Dialogue Summarization. In Proceedings of COLING,
Geneva, Switzerland, August. To appear.
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Anwendung:
Dialogsysteme |
- 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.
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