Mining Informal Language from Chinese Microtext: Joint Word Recognition and Segmentation

Aobo Wang, Min‐Yen Kan · 2013

We address the problem of informal word recognition in Chinese microblogs. A key problem is the lack of word delimiters in Chinese. We exploit this reliance as an opportunity: recognizing the relation be-tween informal word recognition and Chi-nese word segmentation, we propose to model the two tasks jointly. Our joint in-ference method significantly outperforms baseline systems that conduct the tasks in-dividually or sequentially. 1

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