Publication: An incremental entity-mention model for coreference resolution with restrictive antecedent accessibility
An incremental entity-mention model for coreference resolution with restrictive antecedent accessibility
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Klenner, M., & Tuggener, D. (2011). An incremental entity-mention model for coreference resolution with restrictive antecedent accessibility (G. Angelova, K. Bontcheva, R. Mitkov, & N. Nikolov, Eds.; pp. 178–185).
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We introduce an incremental entity-mention model for coreference resolution. Our experiments show that it is superior to a non-incremental version in the same environment. The benefits of an incremental architecture are: a reduction of the number of candidate pairs, a means to overcome the problem of underspecified items in pairwise classification and the natural integration of global constraints such as transitivity. Additionally, we have defined a simple salience measure that - coupled with the incremental model - proved to establis
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Klenner, M., & Tuggener, D. (2011). An incremental entity-mention model for coreference resolution with restrictive antecedent accessibility (G. Angelova, K. Bontcheva, R. Mitkov, & N. Nikolov, Eds.; pp. 178–185).