A Context-Aware Model Using Distributed Representations for Chinese Zero Pronoun Resolution

• 作者: Bingbing Wu Tiejun Zhao
• 来源期刊: 国际计算机前沿大会会议论文集
• 学科: 社会科学
• 关键词: CHINESE ZERO PRONOUN CONTEXT-AWARENESS DISTRIBUTED REPRESENTATIONS SVM
• 年，卷（期）: 2016,（1）
• 页码范围: 3-5
• 页数: 3页
• 分类号: C5

摘要

Previous approaches to Chinese zero pronoun resolution mainly use syntactic information and probabilistic methods, but the context information is ignored. To make full use of the context and semantic information, we build a context-aware model. We propose a key words extraction strategy and design a classification model by using distributed representations as context feature. To our best knowledge, this is the first work using distributed representations in Chinese zero pronoun resolution. Experimental results show that our approach achieves a better performance than previous supervised methods.