Sense-based clustering of Polish nouns in the extraction of semantic relatedness

@article{Broda2008SensebasedCO,
  title={Sense-based clustering of Polish nouns in the extraction of semantic relatedness},
  author={Bartosz Broda and Maciej Piasecki and Stan Szpakowicz},
  journal={2008 International Multiconference on Computer Science and Information Technology},
  year={2008},
  pages={83-89}
}
The construction of a wordnet from scratch requires intelligent software support. An accurate measure of semantic relatedness can be used to extract groups of semantically close words from a corpus. Such groups help a lexicographer make decisions about synset membership and synset placement in the network. We have adapted to Polish the well-known algorithm of Clustering by Committee, and tested it on the largest Polish corpus available. The evaluation by way of a plWordNet-based synonymy test… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-10 OF 15 REFERENCES

Clustering by committee

VIEW 9 EXCERPTS
HIGHLY INFLUENTIAL

Discovering word senses from text

VIEW 10 EXCERPTS
HIGHLY INFLUENTIAL

Clustering Using Feature Domain Similarity to Discover Word Senses for Adjectives

  • International Conference on Semantic Computing (ICSC 2007)
  • 2007
VIEW 3 EXCERPTS
HIGHLY INFLUENTIAL

IPI PAN Corpus: Preliminary version

A. Przepiórkowski, The
  • Institute of Computer Science PAS,
  • 2004
VIEW 3 EXCERPTS
HIGHLY INFLUENTIAL

Korpus Rzeczpospolitej

D. Weiss
  • [on-line] http:/ /www.cs.put.poznan. pl/dweiss/rzeczpospolita, 2008, corpus of text from the on line edtion of Rzeczypospolita.
  • 2008

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