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2020 – today
- 2024
[c64]Hoang Ngo, Dat Quoc Nguyen:
RecGPT: Generative Pre-training for Text-based Recommendation. ACL (Short Papers) 2024: 302-313- [c63]Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine:
Improving Vietnamese-English Medical Machine Translation. LREC/COLING 2024: 8955-8962 - [c62]Quang Pham, Hoang Ngo, Anh Tuan Luu, Dat Quoc Nguyen:
Who's Who: Large Language Models Meet Knowledge Conflicts in Practice. EMNLP (Findings) 2024: 10142-10151 - [c61]Thinh Pham, Dat Quoc Nguyen:
JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention. ICASSP 2024: 10446-10450 - [c60]Thanh-Thien Le, Linh The Nguyen, Dat Quoc Nguyen:
PhoWhisper: Automatic Speech Recognition for Vietnamese. Tiny Papers @ ICLR 2024 - [i53]Nhu Vo, Dat Quoc Nguyen, Dung D. Le
, Massimo Piccardi, Wray L. Buntine:
Improving Vietnamese-English Medical Machine Translation. CoRR abs/2403.19161 (2024) - [i52]Hoang Ngo, Dat Quoc Nguyen:
RecGPT: Generative Pre-training for Text-based Recommendation. CoRR abs/2405.12715 (2024) - [i51]Thanh-Thien Le, Linh The Nguyen, Dat Quoc Nguyen:
PhoWhisper: Automatic Speech Recognition for Vietnamese. CoRR abs/2406.02555 (2024) - [i50]Quang Hieu Pham, Hoang Ngo, Anh Tuan Luu, Dat Quoc Nguyen:
Who's Who: Large Language Models Meet Knowledge Conflicts in Practice. CoRR abs/2410.15737 (2024) - 2023
- [j8]Hung Bui, Nguyen Minh Le, Dat Quoc Nguyen, Linh Pham, Dinh Q. Phung:
Building and Nurturing AI Development in Vietnam. Commun. ACM 66(7): 75-76 (2023) - [c59]Thinh Pham, Tran Chi, Dat Quoc Nguyen:
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention. EMNLP (Findings) 2023: 12641-12650 - [c58]Vinh Tong, Dai Quoc Nguyen, Dinh Q. Phung, Dat Quoc Nguyen:
Two-View Graph Neural Networks for Knowledge Graph Completion. ESWC 2023: 262-278 - [c57]Linh The Nguyen, Thinh Pham, Dat Quoc Nguyen:
XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech. INTERSPEECH 2023: 5506-5510 - [c56]Thien Hai Nguyen, Thinh Pham, Khoi Minh Le, Manh Luong, Nguyen Luong Tran, Hieu Man, Dang Minh Nguyen, Tuan Anh Luu, Thien Huu Nguyen, Hung Bui, Dinh Phung, Dat Quoc Nguyen:
A Vietnamese Spelling Correction System. IUI Companion 2023: 158-161 - [i49]Linh The Nguyen, Thinh Pham, Dat Quoc Nguyen:
XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech. CoRR abs/2305.19709 (2023) - [i48]Dat Quoc Nguyen, Linh The Nguyen, Chi Tran, Dung Ngoc Nguyen, Nhung Nguyen, Thien Huu Nguyen, Dinh Q. Phung, Hung Hai Bui:
PhoGPT: Generative Pre-training for Vietnamese. CoRR abs/2311.02945 (2023) - [i47]Thinh Pham, Chi Tran, Dat Quoc Nguyen:
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention. CoRR abs/2312.05741 (2023) - [i46]Thinh Pham, Dat Quoc Nguyen:
JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention. CoRR abs/2312.08737 (2023) - 2022
- [c55]Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen:
Disfluency Detection for Vietnamese. W-NUT@COLING 2022: 194-200 - [c54]Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert:
Joint Multilingual Knowledge Graph Completion and Alignment. EMNLP (Findings) 2022: 4646-4658 - [c53]Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen:
From Disfluency Detection to Intent Detection and Slot Filling. INTERSPEECH 2022: 1106-1110 - [c52]Linh The Nguyen, Nguyen Luong Tran, Long Doan, Manh Luong, Dat Quoc Nguyen:
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation. INTERSPEECH 2022: 1726-1730 - [c51]Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen:
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese. INTERSPEECH 2022: 1751-1755 - [c50]Tuan-Duy H. Nguyen, Duy Phung, Duy Tran-Cong Nguyen, Hieu Minh Tran, Manh Luong, Tin Duy Vo, Hung Hai Bui, Dinh Q. Phung, Dat Quoc Nguyen:
A Vietnamese-English Neural Machine Translation System. INTERSPEECH 2022: 5543-5544 - [c49]Tin Duy Vo, Manh Luong, Duong Minh Le, Hieu Tran, Nhan Do, Tuan-Duy H. Nguyen, Thien Nguyen, Hung Bui, Dat Quoc Nguyen, Dinh Q. Phung:
Vietnamese Speech-based Question Answering over Car Manuals. IUI Companion 2022: 117-119 - [c48]Dai Quoc Nguyen, Vinh Tong, Dinh Q. Phung, Dat Quoc Nguyen:
Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction. WSDM 2022: 1589-1592 - [i45]Linh The Nguyen, Nguyen Luong Tran, Long Doan, Manh Luong, Dat Quoc Nguyen:
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation. CoRR abs/2208.04243 (2022) - [i44]Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen:
From Disfluency Detection to Intent Detection and Slot Filling. CoRR abs/2209.08359 (2022) - [i43]Vinh Tong, Dat Quoc Nguyen, Thanh Trung Huynh, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Mathias Niepert:
Joint Multilingual Knowledge Graph Completion and Alignment. CoRR abs/2210.08922 (2022) - 2021
- [j7]Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents. Frontiers Res. Metrics Anal. 6: 654438 (2021) - [j6]Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A. Akhondi, Dat Quoc Nguyen, Trevor Cohn, Karin Verspoor:
ChemTables: a dataset for semantic classification on tables in chemical patents. J. Cheminformatics 13(1): 97 (2021) - [c47]Long Doan, Linh The Nguyen, Nguyen Luong Tran, Thai Hoang, Dat Quoc Nguyen:
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation. EMNLP (1) 2021: 4495-4503 - [c46]Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen:
Intent Detection and Slot Filling for Vietnamese. Interspeech 2021: 4698-4702 - [c45]Linh The Nguyen, Dat Quoc Nguyen:
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing. NAACL-HLT (Demonstrations) 2021: 1-7 - [c44]Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen:
COVID-19 Named Entity Recognition for Vietnamese. NAACL-HLT 2021: 2146-2153 - [i42]Linh The Nguyen, Dat Quoc Nguyen:
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing. CoRR abs/2101.01476 (2021) - [i41]Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen:
Intent detection and slot filling for Vietnamese. CoRR abs/2104.02021 (2021) - [i40]Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen:
COVID-19 Named Entity Recognition for Vietnamese. CoRR abs/2104.03879 (2021) - [i39]Dai Quoc Nguyen, Vinh Tong, Dinh Phung, Dat Quoc Nguyen:
Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction. CoRR abs/2104.07396 (2021) - [i38]Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen:
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese. CoRR abs/2109.09701 (2021) - [i37]Long Doan, Linh The Nguyen, Nguyen Luong Tran, Thai Hoang, Dat Quoc Nguyen:
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation. CoRR abs/2110.12199 (2021) - [i36]Vinh Tong, Dai Quoc Nguyen, Dinh Q. Phung, Dat Quoc Nguyen:
Two-view Graph Neural Networks for Knowledge Graph Completion. CoRR abs/2112.09231 (2021) - 2020
- [c43]Dat Quoc Nguyen, Thanh Vu, Afshin Rahimi, Mai Hoang Dao, Linh The Nguyen, Long Doan:
WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets. W-NUT@EMNLP 2020: 314-318 - [c42]Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung:
A Capsule Network-based Model for Learning Node Embeddings. CIKM 2020: 3313-3316 - [c41]Mai Hoang Dao, Dat Quoc Nguyen:
VinAI at ChEMU 2020: An Accurate System for Named Entity Recognition in Chemical Reactions from Patents. CLEF (Working Notes) 2020 - [c40]Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. CLEF 2020: 237-254 - [c39]Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Jingqi Wang, Yuankai Ren, Zhi Zhang, Yaoyun Zhang, Mai Hoang Dao, Pedro Ruas, Andre Lamurias, Francisco M. Couto, Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro, Daniel M. Lowe, John Mayfield, Abdullatif Köksal, Hilal Dönmez, Elif Özkirimli, Arzucan Özgür, Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes, C. S. Malarkodi, Pattabhi Rk Rao, Sobha Lalitha Devi, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents. CLEF (Working Notes) 2020 - [c38]Dat Quoc Nguyen, Zenan Zhai, Hiyori Yoshikawa, Biaoyan Fang, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Saber A. Akhondi, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. ECIR (2) 2020: 572-579 - [c37]Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen:
BERTweet: A pre-trained language model for English Tweets. EMNLP (Demos) 2020: 9-14 - [c36]Dat Quoc Nguyen, Anh Tuan Nguyen:
PhoBERT: Pre-trained language models for Vietnamese. EMNLP (Findings) 2020: 1037-1042 - [c35]Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen:
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese. EMNLP (Findings) 2020: 4079-4085 - [c34]Thanh Vu, Dat Quoc Nguyen, Anthony N. Nguyen:
A Label Attention Model for ICD Coding from Clinical Text. IJCAI 2020: 3335-3341 - [i35]Dat Quoc Nguyen, Anh Tuan Nguyen:
PhoBERT: Pre-trained language models for Vietnamese. CoRR abs/2003.00744 (2020) - [i34]Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen:
BERTweet: A pre-trained language model for English Tweets. CoRR abs/2005.10200 (2020) - [i33]Thanh Vu, Dat Quoc Nguyen, Anthony N. Nguyen:
A Label Attention Model for ICD Coding from Clinical Text. CoRR abs/2007.06351 (2020) - [i32]Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen:
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese. CoRR abs/2010.01891 (2020) - [i31]Dat Quoc Nguyen, Thanh Vu, Afshin Rahimi, Mai Hoang Dao, Linh The Nguyen, Long Doan:
WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets. CoRR abs/2010.08232 (2020)
2010 – 2019
- 2019
- [j5]Dat Quoc Nguyen, Karin Verspoor:
From POS tagging to dependency parsing for biomedical event extraction. BMC Bioinform. 20(1): 72:1-72:13 (2019) - [j4]Dai Quoc Nguyen, Dat Quoc Nguyen, Tu Dinh Nguyen, Dinh Phung:
A convolutional neural network-based model for knowledge base completion and its application to search personalization. Semantic Web 10(5): 947-960 (2019) - [c33]Dat Quoc Nguyen:
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing. ALTA 2019: 28-34 - [c32]Hiyori Yoshikawa, Dat Quoc Nguyen, Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A. Akhondi, Timothy Baldwin, Karin Verspoor:
Detecting Chemical Reactions in Patents. ALTA 2019: 100-110 - [c31]Zenan Zhai, Dat Quoc Nguyen, Saber A. Akhondi, Camilo Thorne, Christian Druckenbrodt, Trevor Cohn, Michelle Gregory, Karin Verspoor:
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings. BioNLP@ACL 2019: 328-338 - [c30]Dat Quoc Nguyen, Karin Verspoor:
End-to-End Neural Relation Extraction Using Deep Biaffine Attention. ECIR (1) 2019: 729-738 - [c29]Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung:
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization. NAACL-HLT (1) 2019: 2180-2189 - [i30]Zenan Zhai, Dat Quoc Nguyen, Saber A. Akhondi, Camilo Thorne, Christian Druckenbrodt, Trevor Cohn, Michelle Gregory, Karin Verspoor:
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings. CoRR abs/1907.02679 (2019) - [i29]Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung:
A Capsule Network-based Model for Learning Node Embeddings. CoRR abs/1911.04822 (2019) - [i28]Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, The Duy Bui:
A Fast Template-based Approach to Automatically Identify Primary Text Content of a Web Page. CoRR abs/1911.11473 (2019) - [i27]Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham:
A Vietnamese Text-Based Conversational Agent. CoRR abs/1911.11547 (2019) - [i26]Tien-Thanh Vu, Dat Quoc Nguyen:
A Vietnamese information retrieval system for product-price. CoRR abs/1911.11623 (2019) - [i25]Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham:
A Vietnamese Question Answering System. CoRR abs/1911.12267 (2019) - 2018
- [c28]Zenan Zhai, Dat Quoc Nguyen, Karin Verspoor:
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition. Louhi@EMNLP 2018: 38-43 - [c27]Dat Quoc Nguyen, Karin Verspoor:
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings. BioNLP 2018: 129-136 - [c26]Dat Quoc Nguyen, Karin Verspoor:
An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing. CoNLL Shared Task (2) 2018: 81-91 - [c25]Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson:
A Fast and Accurate Vietnamese Word Segmenter. LREC 2018 - [c24]Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson:
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. NAACL-HLT (Demonstrations) 2018: 56-60 - [c23]Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung:
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. NAACL-HLT (2) 2018: 327-333 - [c22]Thanh Vu, Dat Quoc Nguyen, Xuan-Son Vu, Dai Quoc Nguyen, Michael Catt, Michael Trenell:
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter. SemEval@NAACL-HLT 2018: 525-530 - [i24]Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson:
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. CoRR abs/1801.01331 (2018) - [i23]Thanh Vu, Dat Quoc Nguyen, Xuan-Son Vu, Dai Quoc Nguyen, Michael Catt, Michael Trenell:
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter. CoRR abs/1804.00520 (2018) - [i22]Dat Quoc Nguyen, Karin Verspoor:
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings. CoRR abs/1805.10586 (2018) - [i21]Dat Quoc Nguyen, Karin Verspoor:
An improved neural network model for joint POS tagging and dependency parsing. CoRR abs/1807.03955 (2018) - [i20]Dat Quoc Nguyen, Karin Verspoor:
From POS tagging to dependency parsing for biomedical event extraction. CoRR abs/1808.03731 (2018) - [i19]Dat Quoc Nguyen:
jLDADMM: A Java package for the LDA and DMM topic models. CoRR abs/1808.03835 (2018) - [i18]Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung:
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization. CoRR abs/1808.04122 (2018) - [i17]Zenan Zhai, Dat Quoc Nguyen, Karin Verspoor:
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition. CoRR abs/1808.08450 (2018) - [i16]Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson:
Improving Topic Models with Latent Feature Word Representations. CoRR abs/1810.06306 (2018) - [i15]Dat Quoc Nguyen, Karin Verspoor:
End-to-end neural relation extraction using deep biaffine attention. CoRR abs/1812.11275 (2018) - [i14]Dat Quoc Nguyen:
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing. CoRR abs/1812.11459 (2018) - 2017
- [j3]Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham:
Ripple Down Rules for question answering. Semantic Web 8(4): 511-532 (2017) - [c21]Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson:
From Word Segmentation to POS Tagging for Vietnamese. ALTA 2017: 108-113 - [c20]Dat Quoc Nguyen, Mark Dras, Mark Johnson:
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. CoNLL Shared Task (2) 2017: 134-142 - [c19]Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis:
Search Personalization with Embeddings. ECIR 2017: 598-604 - [c18]Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater, Manfred Pinkal:
Sequence to Sequence Learning for Event Prediction. IJCNLP(2) 2017: 37-42 - [c17]Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater, Manfred Pinkal:
A Mixture Model for Learning Multi-Sense Word Embeddings. *SEM 2017: 121-127 - [i13]Dat Quoc Nguyen:
An overview of embedding models of entities and relationships for knowledge base completion. CoRR abs/1703.08098 (2017) - [i12]Dat Quoc Nguyen, Mark Dras, Mark Johnson:
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. CoRR abs/1705.05952 (2017) - [i11]Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater, Manfred Pinkal:
A Mixture Model for Learning Multi-Sense Word Embeddings. CoRR abs/1706.05111 (2017) - [i10]Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater, Manfred Pinkal:
Sequence to Sequence Learning for Event Prediction. CoRR abs/1709.06033 (2017) - [i9]Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson:
A Fast and Accurate Vietnamese Word Segmenter. CoRR abs/1709.06307 (2017) - [i8]Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson:
From Word Segmentation to POS Tagging for Vietnamese. CoRR abs/1711.04951 (2017) - [i7]Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung:
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. CoRR abs/1712.02121 (2017) - 2016
- [j2]Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham, Son Bao Pham:
A robust transformation-based learning approach using ripple down rules for part-of-speech tagging. AI Commun. 29(3): 409-422 (2016) - [c16]Dat Quoc Nguyen, Mark Dras, Mark Johnson:
An empirical study for Vietnamese dependency parsing. ALTA 2016: 143-149 - [c15]Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson:
Neighborhood Mixture Model for Knowledge Base Completion. CoNLL 2016: 40-50 - [c14]Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson:
STransE: a novel embedding model of entities and relationships in knowledge bases. HLT-NAACL 2016: 460-466 - [i6]Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson:
Neighborhood Mixture Model for Knowledge Base Completion. CoRR abs/1606.06461 (2016) - [i5]Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson:
STransE: a novel embedding model of entities and relationships in knowledge bases. CoRR abs/1606.08140 (2016) - [i4]Dat Quoc Nguyen, Mark Dras, Mark Johnson:
An empirical study for Vietnamese dependency parsing. CoRR abs/1611.00995 (2016) - [i3]Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis:
Search Personalization with Embeddings. CoRR abs/1612.03597 (2016) - 2015
- [j1]Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson:
Improving Topic Models with Latent Feature Word Representations. Trans. Assoc. Comput. Linguistics 3: 299-313 (2015) - [c13]Dat Quoc Nguyen, Kairit Sirts, Mark Johnson:
Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling. ALTA 2015: 116-121 - 2014
- [c12]Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham, Son Bao Pham:
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger. EACL 2014: 17-20 - [c11]Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, Phuong-Thai Nguyen, Minh Le Nguyen:
From Treebank Conversion to Automatic Dependency Parsing for Vietnamese. NLDB 2014: 196-207 - [c10]Dai Quoc Nguyen, Dat Quoc Nguyen, Thanh Vu, Son Bao Pham:
Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features. WASSA@ACL 2014: 128-135 - [i2]Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham, Son Bao Pham:
A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-Of-Speech Tagging. CoRR abs/1412.4021 (2014) - [i1]Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham:
Ripple Down Rules for Question Answering. CoRR abs/1412.4160 (2014) - 2013
- [c9]Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham:
A Two-Stage Classifier for Sentiment Analysis. IJCNLP 2013: 897-901 - [c8]Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham:
KbQAS: A Knowledge-based QA System. ISWC (Posters & Demos) 2013: 109-112 - [c7]Giang Binh Tran, Mohammad Alrifai, Dat Quoc Nguyen:
Predicting relevant news events for timeline summaries. WWW (Companion Volume) 2013: 91-92 - 2012
- [c6]Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham:
A Semantic Approach for Question Analysis. IEA/AIE 2012: 156-165 - [c5]Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham:
A Vietnamese Text-Based Conversational Agent. IEA/AIE 2012: 699-708 - 2011
- [c4]Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, Dang Duc Pham:
Ripple Down Rules for Part-of-Speech Tagging. CICLing (1) 2011: 190-201 - [c3]Tien-Thanh Vu, Dat Quoc Nguyen:
A Vietnamese information retrieval system for product-price. GrC 2011: 691-696 - [c2]Dai Quoc Nguyen, Dat Quoc Nguyen, Khoi Trong Ma, Son Bao Pham:
Automatic ontology construction from Vietnamese text. NLPKE 2011: 485-488 - [c1]Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham:
Systematic Knowledge Acquisition for Question Analysis. RANLP 2011: 406-412
Coauthor Index
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