acl acl2011 acl2011-84 acl2011-84-reference knowledge-graph by maker-knowledge-mining
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Author: Souneil Park ; Kyung Soon Lee ; Junehwa Song
Abstract: We present disputant relation-based method for classifying news articles on contentious issues. We observe that the disputants of a contention are an important feature for understanding the discourse. It performs unsupervised classification on news articles based on disputant relations, and helps readers intuitively view the articles through the opponent-based frame. The readers can attain balanced understanding on the contention, free from a specific biased view. We applied a modified version of HITS algorithm and an SVM classifier trained with pseudo-relevant data for article analysis. 1
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