Unsupervised Coreference Resolution Algorithm

An Unsupervised Coreference Resolution Algorithm is a Data-Driven Coreference Resolution Algorithm that applies an Unsupervised Learning algorithm).

• Context:
  • It can be applied by an Unsupervised Coreference Resolution System (to solve an Unsupervised Coreference Resolution Task).
• Example(s):
  • an Unsupervised Record Coreference Resolution Algorithm (Elmagarmid et al., 2007).
  • an Unsupervised Mention Coreference Resolution Algorithm (Haghighi & Klein, 2007).
  • …
• Counter-Example(s):
  • a Supervised Coreference Resolution algorithm).
• See: Coreference Resolution algorithm.

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References

2007a

• (Elmagarmid et al., 2007) ⇒ Ahmed K. Elmagarmid, Panagiotis G. Ipeirotis, and Vassilios S. Verykios (2007). “Duplicate Record Detection: A Survey." IEEE Transactions on Knowledge and Data Engineering 19 (1).

2007b

• (Haghighi & Klein, 2007) ⇒ Aria Haghighi, Dan Klein. (2007). “Unsupervised Coreference Resolution in a Nonparametric Bayesian Model.” In: Proceedings of ACL 2007.

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