Difference between revisions of "WordSimilarity-353 Test Collection (State of the art)"

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== See also ==
== See also ==
* [[Attributional and Relational Similarity (State of the art)]]
* [[Similarity (State of the art)]]
* [[ESL Synonym Questions (State of the art)|ESL Synonym Questions]]
* [[ESL Synonym Questions (State of the art)|ESL Synonym Questions]]
* [[SAT Analogy Questions]]
* [[SAT Analogy Questions]]

Revision as of 06:35, 6 October 2013

Table of results

Algorithm Reference Type Spearman's rho
WikiRelate Strube and Ponzetto (2006) Wikipedia 0.48
simVB+simWN Finkelstein et al. (2002) Hybrid 0.55
HSMN+csmRNN Luong et al. (2013) Corpus-based 0.65
ESA-Wikipedia Gabrilovich and Markovitch (2007) Hybrid 0.75


Finkelstein, Lev, Evgeniy Gabrilovich, Yossi Matias, Ehud Rivlin, Zach Solan, Gadi Wolfman, and Eytan Ruppin. (2002) Placing Search in Context: The Concept Revisited. ACM Transactions on Information Systems, 20(1):116-131.

Gabrilovich, Evgeniy, and Shaul Markovitch. (2007). Computing Semantic Relatedness Using Wikipedia-based Explicit Semantic Analysis. In IJCAI, vol. 7, pp. 1606-1611.

Luong, Minh-Thang, Richard Socher, and Christopher D. Manning. (2013). Better word representations with recursive neural networks for morphology. CoNLL-2013: 104.

Strube, Michael and Simone Paolo Ponzetto. (2006). WikiRelate! Computing Semantic Relatedness Using Wikipedia. Proceedings of The 21st National Conference on Artificial Intelligence (AAAI), Boston, MA.

See also