Probabilistic Reasoning for Entity & Relation Recognition

@inproceedings{Roth2002ProbabilisticRF,
  title={Probabilistic Reasoning for Entity & Relation Recognition},
  author={Dan Roth and Wen-tau Yih},
  booktitle={COLING},
  year={2002}
}
This paper develops a method for recognizing relations and entities in sentences, while taking mutual dependencies among them into account. E.g., the kill (KFJ, Oswald) relation in: “J. V. Oswald was murdered at JFK after his assassin, R. U. KFJ...” depends on identifying Oswald and KFJ aspeople, JFK being identified as a location, and the kill relation between Oswald and KFJ; this, in turn, enforces that Oswald and KJF are p ople. In our framework, classifiers that identify entities and… CONTINUE READING
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