Zero anaphora resolution by case-based reasoning and pattern conceptualization

Dian-Song Wu, Tyne Liang
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="" style="color: black;">Expert systems with applications</a> </i> &nbsp;
Effective anaphora resolution is helpful to many applications of natural language processing such as machine translation, summarization and question answering. In this paper, a novel resolution approach is proposed to tackle zero anaphora, which is the most frequent type of anaphora shown in Chinese texts. Unlike most of the previous approaches relying on hand-coded rules, our resolution is mainly constructed by employing case-based reasoning and pattern conceptualization. Moreover, the
more &raquo; ... on is incorporated with the mechanisms to identify cataphora and non-antecedent instances so as to enhance the resolution performance. Compared to a general rule-based approach, the proposed approach indeed improves the resolution performance by achieves 78% recall and 79% precision on solving 1051 zero anaphora instances in 382 narrative texts.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="">doi:10.1016/j.eswa.2008.09.065</a> <a target="_blank" rel="external noopener" href="">fatcat:c4iktrcuzze4xc44cxadryqwgm</a> </span>
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