|
Faculty
:
School of Information, Computer, and Communication Technology (ICT)
Name
:
Dr. Prachya Boonkwan
Position
:
Lecturer
E-mail
:
prachya@siit.tu.ac.th
Phone Rangsit
:
Phone Bangkadi
:
+66-2-501-3505~20
Phone Extension
:
5052
|
| 2025 | [P] | A Comparative Study on the Development of a Thai Legal QA Framework Using Large Language Models and Mixed Legal Datasets. Supachoke Hanwiboonwat, Chaichana Thavornthaveekul, Prachya Boonkwan, Apivadee Piyatumrong, Peerapon Vateekul NLDB (1) 2025: 201-215 |
| 2024 | [J] | A Manual Assembly Virtual Training System With Automatically Generated Augmented Feedback: Using the Comparison of Digitized Operator's Skill Raveekiat Singhaphandu, Warut Pannakkong, Van-Nam Huynh, Prachya Boonkwan IEEE Access 12: 133356-133391 (2024) |
| [P] | Classifying Lexical Variations in Thai Social Media: A Machine Learning and LLMs Approach Pimmada Chirawat, Dhanon Leenoi, Akkharawoot Takhom, Prachya Boonkwan, Tharathon Utasri CSOnet 2024: 134-147 | |
| [B] | Hyperdimensional Computing เปิดโลกแห่งเอไอด้วยมิติซับซ้อน (in Thai) Prachya Boonkwan NSTDA Shop Publisher (2024) | |
| 2022 | [J] | Towards Improving the Robustness of Sequential Labeling Models against Typographical Adversarial Examples using Triplet Loss Can Udomcharoenchaikit, Prachya Boonkwan, and Peerapon Vateekul Natural Language Engineering: 1-29 (2022) |
| 2021 | [P] | Knowledge Graph Enhanced Community Consensus: a Scenario-based Knowledge Construction on Buddha Images. Akkharawoot Takhom, Tharathon Utasri, Dhanon Leenoi, Pitchaya Soomjinda, Prachya Boonkwan, Thepchai Supnithi IJCKG 2021: 191-194 |
| 2020 | [J] | Adversarial Evaluation of Robust Neural Sequential Tagging Methods for Thai Language Can Udomcharoenchaikit, Prachya Boonkwan, and Peerapon Vateekul ACM Transactions on Asian and Low-Resource Language Information Processing 19(4): 1–25 (July 2020) |
| 2019 | [J] | Discovering Cross-Disciplinary Concepts in Multidisciplinary Context Through Collaborative Framework Akkharawoot Takhom, Sasiporn Usanavasin, Thepchai Supnithi, Mitsuru Ikeda, Heinz Ulrich Hoppe, Prachya Boonkwan IJKSS 11(2): 1-19 (2020) |
| [J] | On Construction and Evaluation of Analogical Arguments for Persuasive Reasoning Teeradaj Racharak, Satoshi Tojo, Nguyen Duy Hung, Prachya Boonkwan Applied Artificial Intelligence 33(13): 1107-1132 (2019) | |
| 2018 | [P] | An Efficient Manifold Ranking Approach for Monolithic Graphs and Semantic Networks Prachya Boonkwan, Dhanon Leenoi, Thepchai Supnithi, and Akkharawoot Takhom iSAI-NLP 2018 (best paper award) |
| 2017 | [P] | Bidirectional Deep Learning of Context Representation for Joint Word Segmentation and POS Tagging Prachya Boonkwan, Thepchai Supnithi ICCSAMA 2017: 184-196 |
| [J] | Combining Answer Set Programming with Description Logics for Analogical Reasoning Under an Agent's Preferences Teeradaj Racharak, Satoshi Tojo, Nguyen Duy Hung, Prachya Boonkwan IEA/AIE (2) 2017: 306-316 | |
| [P] | Reducing Miscommunication in Cross-Disciplinary Concept Discovery using Network Text Analysis and Semantic Embedding Akkharawoot Takhom, Prachya Boonkwan, Mitsuru Ikeda, Sasiporn Usanavasin, Thepchai Supnithi JIST (Workshops & Posters) 2017: 20-31 | |
| 2016 | [P] | Argument-Based Logic Programming for Analogical Reasoning Teeradaj Racharak, Satoshi Tojo, Nguyen Duy Hung, Prachya Boonkwan JSAI-isAI Workshops 2016: 253-269 |
| [P] | The Development of an Audible Pattani Malay-Thai Electronic Phrasebook for Military Purposes Prachya Boonkwan, Thepchai Supnithi, Wandee Tosuwan, Chai Wutiwiwatchai SLTU 2016: 237-242 | |
| 2015 | [J] | A Linguistics-Driven Approach to Statistical Parsing for Low-Resourced Languages Prachya Boonkwan, Thepchai Supnithi IEICE Trans. Inf. Syst. 98-D(5): 1045-1052 (2015) |
| 2014 | [T] | Scalable semi-supervised grammar induction using cross-linguistically parameterized syntactic prototypes Prachya Boonkwan University of Edinburgh, UK, 2014 |
| [P] | Community-Driven Approach to Large-Scaled Ontology Development based on OAM Framework: a Case Study on Life Cycle Assessment Akkharawoot Takhom, Prachya Boonkwan, Mitsuru Ikeda, Boontawee Suntisrivaraporn, Thepchai Supnithi JIST (Workshops & Posters) 2014: 102-110 | |
| [P] | Improvement of Statistical Machine Translation using Character-Based Segmentation with Monolingual and Bilingual Information Vipas Sutantayawalee, Peerachet Porkaew, Prachya Boonkwan, Sitthaa Phaholphinyo, Thepchai Supnithi PACLIC 2014: 145-151 | |
| [P] | Character-Cluster-Based Segmentation using Monolingual and Bilingual Information for Statistical Machine Translation Vipas Sutantayawalee, Peerachet Porkaew, Thepchai Supnithi, Prachya Boonkwan, Sitthaa Phaholphinyo WSSANLP@COLING 2014: 94-101 | |
| 2013 | [P] | Gradient-Descent Error Correction for POS Tagging Prachya Boonkwan, Thepchai Supnithi, Jaruwat Pailai, and Rachada Kongkachandra SNLP-2013 (best paper award) |
| 2011 | [J] | Probabilistic Treatment for Syntactic Gaps in Analytic Language Parsing Prachya Boonkwan, Thepchai Supnithi IEICE Trans. Inf. Syst. 94-D(3): 440-447 (2011) |
| [P] | Grammar Induction from Text Using Small Syntactic Prototypes Prachya Boonkwan, Mark Steedman IJCNLP 2011: 438-446 | |
| [P] | Automatic Transformation of the Thai Categorial Grammar Treebank to Dependency Trees Christian Rishøj, Taneth Ruangrajitpakorn, Prachya Boonkwan, Thepchai Supnithi IJCNLP 2011: 1243-1250 | |
| 2010 | [P] | A Tree Probability Generation Using VB-EM for Thai PGLR Parser Kanokorn Trakultaweekool, Taneth Ruangrajitpakorn, Prachya Boonkwan, Thepchai Supnithi IALP 2010: 57-60 |
| [P] | A Semi-Supervised Approach on Using Syntactic Prior Knowledge for Construction Thai Treebank Taneth Ruangrajitpakorn, Prachya Boonkwan, Thepchai Supnithi, Phiradet Bangcharoensap IALP 2010: 285-288 | |
| 2009 | [P] | A Memory-Based Approach to the Treatment of Serial Verb Construction in Combinatory Categorial Grammar Prachya Boonkwan EACL (Student Research Workshop) 2009: 10-18 |
| 2008 | [P] | Memory-Inductive Categorial Grammar: An Approach to Gap Resolution in Analytic-Language Translation Prachya Boonkwan, Thepchai Supnithi IJCNLP 2008: 80-87 |
| [P] | OpenCCG Workbench and Visualization Tool Thepchai Supnithi, Suchinder Singh, Taneth Ruangrajitpakorn, Prachya Boonkwan, Monthika Boriboon LREC 2008 | |
| 2002 | [P] | Plaesarn: Machine-Aided Translation Tool for English-to-Thai Prachya Boonkwan, Asanee Kawtrakul Proceedings of Conference on Computational Linguistics (COLING): Workshop on Machine Translation in Asia, 2002. (Conference) |
