Browsing by Author Nguyen, Trung Hai

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  • Paraphrase Identification in Vietnamese Documents.PDF.jpg
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  • Authors: Ngo, Xuan Bach; Tran, Thi Oanh; Nguyen, Trung Hai; Tu, Minh Phuong (2015)

  • In this paper, we investigate the task of paraphrase identification in Vietnamese documents, which identify whether two sentences have the same meaning. This task has been shown to be an important research dimension with practical applications in natural language processing and data mining. We choose to model the task as a classification problem and explore different types of features to represent sentences. We also introduce a paraphrase corpus for Vietnamese, vnPara, which consists of 3000 Vietnamese sentence pairs. We describe a series of experiments using various linguistic features and different machine learning algorithms, including Support Vector Machines, Maximum Ent...

Browsing by Author Nguyen, Trung Hai

Jump to: 0-9 A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
or enter first few letters:  
Showing results 1 to 1 of 1
  • Paraphrase Identification in Vietnamese Documents.PDF.jpg
  • Article


  • Authors: Ngo, Xuan Bach; Tran, Thi Oanh; Nguyen, Trung Hai; Tu, Minh Phuong (2015)

  • In this paper, we investigate the task of paraphrase identification in Vietnamese documents, which identify whether two sentences have the same meaning. This task has been shown to be an important research dimension with practical applications in natural language processing and data mining. We choose to model the task as a classification problem and explore different types of features to represent sentences. We also introduce a paraphrase corpus for Vietnamese, vnPara, which consists of 3000 Vietnamese sentence pairs. We describe a series of experiments using various linguistic features and different machine learning algorithms, including Support Vector Machines, Maximum Ent...