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

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* introduced by [http://www.cs.technion.ac.il/~gabr/papers/tois_context.pdf Finkelstein et al. (2002)]
 
* introduced by [http://www.cs.technion.ac.il/~gabr/papers/tois_context.pdf Finkelstein et al. (2002)]
 
* subsequently used by many other researchers
 
* subsequently used by many other researchers
 
+
* see also: [[Similarity (State of the art)]]
  
 
== Table of results ==
 
== Table of results ==
  
 
* '''Listed in order of increasing [http://en.wikipedia.org/wiki/Spearman_rank_correlation Spearman's rho].'''
 
* '''Listed in order of increasing [http://en.wikipedia.org/wiki/Spearman_rank_correlation Spearman's rho].'''
 
  
 
{| border="1" cellpadding="5" cellspacing="1"  
 
{| border="1" cellpadding="5" cellspacing="1"  
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| 0.75
 
| 0.75
 
|}
 
|}
 
  
 
== References ==
 
== References ==
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Strube, Michael and Simone Paolo Ponzetto. (2006). [http://www.aaai.org/Papers/AAAI/2006/AAAI06-223.pdf WikiRelate! Computing Semantic Relatedness Using Wikipedia]. Proceedings of The 21st National Conference on Artificial Intelligence (AAAI), Boston, MA.
 
Strube, Michael and Simone Paolo Ponzetto. (2006). [http://www.aaai.org/Papers/AAAI/2006/AAAI06-223.pdf WikiRelate! Computing Semantic Relatedness Using Wikipedia]. Proceedings of The 21st National Conference on Artificial Intelligence (AAAI), Boston, MA.
 
 
== See also ==
 
 
* [[Similarity (State of the art)]]
 
* [[ESL Synonym Questions (State of the art)|ESL Synonym Questions]]
 
* [[SAT Analogy Questions]]
 
* [[TOEFL Synonym Questions (State of the art)|TOEFL Synonym Questions]]
 
* [[State of the art]]
 
  
  
 
[[Category:State of the art]]
 
[[Category:State of the art]]

Revision as of 10:02, 16 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

References

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.