AAAI Publications, The Twenty-Eighth International Flairs Conference

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Dealing With Imbalanced Datasets For Coreference Resolution
Evandro Brasil Fonseca, Renata Vieira, Aline Vanin

Last modified: 2015-04-07

Abstract


In this paper we present our proposed model for coreference resolution and we discuss the imbalanced dataset problem related to this task. We conduct a few experiments showing how well our set of features can solve coreference for Por-tuguese. In order to minimize the imbalance between the classes, we evalaluated the system on the basis of well known re-sampling techniques.

Keywords


Coreference Resolution; Machine Learning; Imbalancing datasets

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