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Using Hidden Markov Modeling to Decompose Human-Written Summaries
Human-Written Summaries Hidden Markov
2015/8/27
Professional summarizers often reuse original documents to generate summaries. The task of summary sentence decomposition is to deduce whether a summary sentence is constructed by reusing
the origina...
A General Output Model of Hidden Markov Models and Its Applications to Chinese Segmentation and Tagging
General Output Model Chinese Segmentation Hidden Markov Models Tagging
2009/2/6
When investigating the applicability and effectiveness of HMMs in Chinese segmentation and tagging, we propose a general framework for related extensions to HMMs, which accounts for contextual informa...
Chinese Lexical Analysis Using Hierarchical Hidden Markov Model
hierarchical hidden Markov model Chinese Lexical Analysis
2009/1/22
This paper presents a unified approach for Chinese lexical analysis using hierarchical hidden Markov model (HHMM), which aims to incorporate Chinese word seg-mentation, Part-Of-Speech tagging, dis-amb...