Contingency and Comparison Relation Labeling and Structure Prediction in Chinese Sentences

Hen‐Hsen Huang, Hsin‐Hsi Chen · 2012

Unlike in English, the sentence boundaries in Chinese are fuzzy and not well-defined. As a result, Chinese sentences tend to be long and consist of complex discourse relations. In this paper, we focus on two important relations, Contingency and Comparison, which occur often inside a sentence. We construct a moderate-sized corpus for the investigation of intrasentential relations and propose models to label the relation structure. A learning based model is evaluated with various features. Experimental results show our model achieves accuracies of 81.63 % in the task of relation labeling and 74.8 % in the task of relation structure prediction. 1

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