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        <title>NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit</title>
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        <namePart type="given">Thai-Hoang</namePart>
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        <namePart type="given">Xuan-Khoai</namePart>
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    <name type="personal">
        <namePart type="given">Tuan-Anh</namePart>
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    <abstract>This paper demonstrates neural network-based toolkit namely NNVLP for essential Vietnamese language processing tasks including part-of-speech (POS) tagging, chunking, Named Entity Recognition (NER). Our toolkit is a combination of bidirectional Long Short-Term Memory (Bi-LSTM), Convolutional Neural Network (CNN), Conditional Random Field (CRF), using pre-trained word embeddings as input, which outperforms previously published toolkits on these three tasks. We provide both of API and web demo for this toolkit.</abstract>
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%0 Conference Proceedings
%T NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit
%A Pham, Thai-Hoang
%A Pham, Xuan-Khoai
%A Nguyen, Tuan-Anh
%A Le-Hong, Phuong
%Y Park, Seong-Bae
%Y Supnithi, Thepchai
%S Proceedings of the IJCNLP 2017, System Demonstrations
%D 2017
%8 November
%I Association for Computational Linguistics
%C Tapei, Taiwan
%F pham-etal-2017-nnvlp
%X This paper demonstrates neural network-based toolkit namely NNVLP for essential Vietnamese language processing tasks including part-of-speech (POS) tagging, chunking, Named Entity Recognition (NER). Our toolkit is a combination of bidirectional Long Short-Term Memory (Bi-LSTM), Convolutional Neural Network (CNN), Conditional Random Field (CRF), using pre-trained word embeddings as input, which outperforms previously published toolkits on these three tasks. We provide both of API and web demo for this toolkit.
%U https://aclanthology.org/I17-3010
%P 37-40

Markdown (Informal)

[NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit](https://aclanthology.org/I17-3010) (Pham et al., IJCNLP 2017)

• NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit (Pham et al., IJCNLP 2017)

ACL

• Thai-Hoang Pham, Xuan-Khoai Pham, Tuan-Anh Nguyen, and Phuong Le-Hong. 2017. NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit. In Proceedings of the IJCNLP 2017, System Demonstrations, pages 37–40, Tapei, Taiwan. Association for Computational Linguistics.