Xuan-Khoai Pham


Building a Spoonerism Detection System for Vietnamese
Thai-Hoang Pham | Xuan-Khoai Pham
Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation


NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit
Thai-Hoang Pham | Xuan-Khoai Pham | Tuan-Anh Nguyen | Phuong Le-Hong
Proceedings of the IJCNLP 2017, System Demonstrations

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.