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PRACHYA BOONKWAN

Researcher

Research Areas

  • Computational Linguistics
  • Natural Language Processing
  • Machine Learning

Publications

  • Akkharawoot Takhom, Dhanon Leenoi, Pitchaya Soomjinda, Sasiporn Usanavasin, Prachya Boonkwan and Thepchai Supnithi. “A Supportive Environment for Knowledge Construction based on Semantic Web Technology: A Case Study in a Cultural Domain” The Joint International Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2019), Chiang Mai, Thailand, October 30 - November 1, 2019
  • Prachya Boonkwan, Dhanon Leenoi, Thepchai Supnithi and Akkharawoot Takhom. “An Efficient Manifold Ranking Approach for Monolithic Graphs and Semantic Networks” The Joint International Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2018), Pattaya, Thailand, 15 - 17 November, 2018
  • Sawittree Jumpathong, Sitthaa Phaholphinyo, Dhanon Leenoi, Kanyanut Kriengket, Prachya Boonkwan and Thepchai Supnithi, “The Construction of LEXiTRON Dictionary via a Computational Lexicography Method”, The Eleventh International Symposium on Natural Language Processing (SNLP-2016), Pranakorn Sri Ayutthaya, Thailand, February 10-12, 2016.
  • Sawittree Jumpathong , Sitthaa Phaholphinyo , Dhanon Leenoi , Kanyanut Kriengket , Prachya Boonkwan and Thepchai Supnithi , LEXiTRON Dictionary Improvement based on the Computational Lexicography Method, Journal of Intelligent Informatics and Smart Technology (JIIST) (Volume 1, September 2016).
  • Prachya Boonkwan and Thepchai Supnithi. "A Linguistics-Driven Approach to Statistical Parsing for Low-Resourced Languages". IEICE Transactions on Data Engineering and Information Management E98-D.5 (May 2015) pp. 1045–1052. 2015.
  • Prachya Boonkwan, Sawittree Jumpathong, Kanyanut Kriengket and Thepchai Supnithi, "An Ergonomic Design of Electronic Dictionary Platform for the Visually Impaired" , The Tenth International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2015), Phuket, Thailand, 12-14 Nove
  • Prachya Boonkwan, Sawittree Jumpathong, Kanyanut Kriengket, and Thepchai Supnithi. An Ergonomic Design of Electronic Dictionary Platform for the Visually Impaired. In The Tenth International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2015), Phuket, Thailand, November 12-14,2015.
  • Vipas Sutantayawalee, Peerachet Porkeaw, Thepchai Supnithi, Prachya Boonkwan and Sitthaa Phaholphinyo,"Character-Cluster-Based Segmentation using Monolingual and Bilingual Information for Statistical Machine Translation", The 5th Workshop on South and Southeast Asian NLP, Dublin, Ireland, 2014
  • Vipas Sutantayawalee, Peerachet Porkeaw, Sitthaa Phaholphinyo, Prachya Boonkwan and Thepchai Supnithi. "Improvement of Statistical Machine Translation using Charater-Based Segmentation with Monolingual and Bilingual Information". The 28th Pacific Asia Conference on Language, Information and Computat
  • Prachya Boonkwan, Thepchai Supnithi, Jaruwat Pailai, and Rachada Kongkachandra. "Gradient-Descent Error Correction of POS Tagging". Proceedings of the Symposium of Natural Language Processing (SNLP), 2013. (Best paper awards)
  • Prachya Boonkwan and Mark Steedman. "Grammar Induction from Text Using Small Syntactic Prototypes". Proceedings of International Joint Conference on Natural Language Processing (IJCNLP), 2011.
  • Prachya Boonkwan and Thepchai Supnithi. "Probabilistic Treatment for Syntactic Gaps in Analytic Language Parsing". IEICE Transactions on Information and System E94-D.3 (Mar. 2011) pp. 440–447. 2011
  • Prachya Boonkwan. "A Memory-Based Approach to the Treatment of Serial Verb Construction in Combinatory Categorial Grammar". Proceedings of the Student Research Workshop at EACL 2009, 2009.
  • Prachya Boonkwan and Thepchai Supnithi. "Memory-Inductive Categorial Grammar: An Approach to Gap Resolution in Analytic-Language Translation". Proceedings of International Joint Conference on Natural Language Processing (IJCNLP), 2008.
  • Prachya Boonkwan and Asanee Kawtrakul. "Plaesarn: Machine-Aided Translation Tool for English-to-Thai". Proceedings of Conference on Computational Linguistics (COLING): Workshop on Machine Translation in Asia, 2002.