Difference between revisions of "Paraphrase Identification (State of the art)"

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(New page: * [http://research.microsoft.com/en-us/downloads/607D14D9-20CD-47E3-85BC-A2F65CD28042/default.aspx Microsoft Research Paraphrase Corpus] (MSRP) * see Dolan, Quirk, and Brockett (2004) * tr...)
 
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== Sample data ==
 
== Sample data ==
  
* Amrozi accused his brother, whom he called "the witness", of deliberately distorting his evidence.
+
* Sentence 1: Amrozi accused his brother, whom he called "the witness", of deliberately distorting his evidence.
* Referring to him as only "the witness", Amrozi accused his brother of deliberately distorting his evidence.
+
* Sentence 2: Referring to him as only "the witness", Amrozi accused his brother of deliberately distorting his evidence.
 
* Class: 1 (true paraphrase)
 
* Class: 1 (true paraphrase)
  

Revision as of 13:32, 24 March 2009

  • Microsoft Research Paraphrase Corpus (MSRP)
  • see Dolan, Quirk, and Brockett (2004)
  • train: 4076 sentence pairs (2753 positive: 67.5%)
  • test: 1725 sentence pairs (1147 positive: 66.5%)


Sample data

  • Sentence 1: Amrozi accused his brother, whom he called "the witness", of deliberately distorting his evidence.
  • Sentence 2: Referring to him as only "the witness", Amrozi accused his brother of deliberately distorting his evidence.
  • Class: 1 (true paraphrase)


References

Dolan, B., Quirk, C., and Brockett, C. (2004). [http://acl.ldc.upenn.edu/C/C04/C04-1051.pdf Unsupervised construction of large paraphrase corpora: Exploiting massively parallel news sources], Proceedings of the 20th international conference on Computational Linguistics (COLING 2004), Geneva, Switzerland, pp. 350-356.


See also