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Interactive Gender Infer ence with Integer Linear Programming

2019-11-22 | |  39 |   34 |   0

Abstract

Interactive gender inference aims to infer the gen- ders of the two involved users in a communication from the interactive text.In this paper,we address this task by proposing a joint inference approach which well incorporates label correlations among the instances.Specifically,an Integer Linear Pro- gramming(ILP)approach is proposed to achieve global optimization with various kinds ofintra-task and extra-task constraints.Empirical studies demon- strate the effectiveness of the proposed ILP-based approach to interactive gender inference


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