Paraphrase Detection Task

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A Paraphrase Detection Task is a semantic detection task for linguistic sentences in a paraphrase relation.



References

2018

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)

2015a

  • (Yin & Schütze, 2015) ⇒ Wenpeng Yin, and Hinrich Schütze. (2015). “Convolutional Neural Network for Paraphrase Identification.” In: Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 901-911.

2015

2011

2009

  • (Das & Smith, 2009) ⇒ Dipanjan Das, and Noah A. Smith. (2009). “Paraphrase Identification As Probabilistic Quasi-synchronous Recognition.” In: Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP (ACL/IJCNLP-2009).

2004