Publication: Non-negative Matrix Factorisation-based Verb Semantics for 3rd Person Pronoun Resolution
Non-negative Matrix Factorisation-based Verb Semantics for 3rd Person Pronoun Resolution
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Tuggener, D., & Klenner, M. (2012). Non-negative Matrix Factorisation-based Verb Semantics for 3rd Person Pronoun Resolution. 250–254. https://doi.org/10.1109/ICSC.2012.64
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We present an initial utility study of a distributional model of verb selectional preferences for 3rd person pronoun resolution in German. We investigate cases in which 3rd person pronouns occur as subjects of transitive verbs. In each such case, the likelihood of inserting one of the antecedent candidates is calculated as the conditional probability of the antecedent candidate given either the verb governing the pronoun or the object of the verb. These probabilities are estimated using a matrix derived from frequency counts in a larg
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Tuggener, D., & Klenner, M. (2012). Non-negative Matrix Factorisation-based Verb Semantics for 3rd Person Pronoun Resolution. 250–254. https://doi.org/10.1109/ICSC.2012.64