... prototype system The architecture of prototype system corresponding to the general two - step TC framework is illustrated as Figs . 1 and 2 , which correspond ... High Performance Prototype System for Chinese Text Categorization 1019.
... high degree ambiguity is a challenge. A two-step TC approach based on the Naïve Bayesian classifier is developed, which exploits the distributional ... Text categorization is a task 212 Classifying Two-Class Chinese Texts in Two Steps.
... Text classification is an important branch of natural language processing. We can use this technology to reduce human labor to a large extent. In this paper, we propose a ... Classifying Chinese Judgment Documents 431 2 Related Work.
This book constitutes the refereed proceedings of the 12th China National Conference on Computational Linguistics, CCL 2013, and of the First International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP ...
... prototype system was developed using C# programming language and development platform of Microsoft visual studio 2005. This system operates on PC with Windows XP ... Characters from Digital Ink Text in Chinese 179 6 Performance Test.
... performance of the system, the accuracy metric was employed as the performance measure. Following each train- ing ... prototype, which is used for expanding of the classifier. During prediction, the representa- tions of the test ...
David Doermann. 2,000 centroids 30,000 prototypes Character images from a text block 1 FeatureExtraction 2 3 Feature ... system 4 Multi - Lingual Document Recognition Based on our developed Japanese document recog- nition system ...
... prototype search is over 4 h. 6.2.7 Concluding Remarks We introduced an offline handwritten Chinese character recognition (HCCR) system and evaluated the performance ... high accuracies at very high run-time complexity. The current ...
... high classification accuracy and non - character rejection capability . The classifier can be trained on both character samples and string sam- ples but ... Chinese Text Recognition with Convolutional Prototype Network 1 Introduction.
... performance is comparable to algorithms such as Bayesian and neural networks. It is a typical representative of text classifier and data mining technology ... Document Recognition Research 2.1 The Basic Process of Text Classification.