Transformer-Based Approaches for Legal Text Processing Ha-Thanh Nguyen, Minh-Phuong Nguyen, Thi-Hai-Yen Vuong, Minh-Quan Bui, Minh-Chau Nguyen, Tran-Binh Dang, Vu Tran, Le-Minh Nguyen, Ken Satoh
The Review of Socionetwork Strategies, -, 2022
ALQAC 2022: A Summary of the Competition. Chau Nguyen, Minh-Quan Bui, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Thu-Trang Nguyen, Ha-Thanh Nguyen, Vu D. Tran, Le-Minh Nguyen 0001, Ngoc-Cam Le, Thi-Thuy Le, Minh-Phuong Nguyen, Tran-Binh Dang, Truong-Son Nguyen, Viet-Anh Phan, Thi-Hai-Yen Vuong, Minh-Tien Nguyen, Tung Le, Tien-Huy Nguyen
KSE, 1-5, 2022
JNLP Team: Deep Learning Approaches for Legal Processing Tasks in COLIEE 2021. Ha-Thanh Nguyen, Phuong Minh Nguyen, Thi-Hai-Yen Vuong, Quan Minh Bui, Chau Minh Nguyen, Tran Binh Dang, Vu Tran, Minh Le Nguyen, Ken Satoh
CoRR, abs/2106.13405, -, 2021
ParaLaw Nets - Cross-lingual Sentence-level Pretraining for Legal Text Processing. Ha-Thanh Nguyen, Vu Tran, Phuong Minh Nguyen, Thi-Hai-Yen Vuong, Quan Minh Bui, Chau Minh Nguyen, Tran Binh Dang, Minh Le Nguyen, Ken Satoh
CoRR, abs/2106.13403, -, 2021
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020. Ha-Thanh Nguyen, Hai-Yen Thi Vuong, Phuong Minh Nguyen, Tran Binh Dang, Quan Minh Bui, Vu Trong Sinh, Chau Minh Nguyen, Vu D. Tran, Ken Satoh, Minh Le Nguyen
CoRR, abs/2011.08071, -, 2020
Message from the KSE'18 General & TPC Chairs Minh Le Nguyen, Tu Minh Phuong, Vo Nguyen Quoc Bao, Nguyen Thanh Thuy, Hanh Tan, Satoshi Tojo
Proceedings of 2018 10th International Conference on Knowledge and Systems Engineering, KSE 2018, XV-, 2018
DGCNN: A convolutional neural network over large-scale labeled graphs
Anh Phan Viet, Minh Le Nguye, Nguyen Lam, Hoang Yen, Bui Thu Lam
Neural Networkhttps://doi.org/10.1016/j.neunet.2018.09.001, -, 2018
Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems.
Van-Khanh Tran, Le-Minh Nguyen
COLING 2018: 1205-1217, -, 2018
Preface KSE 2016 Ashwin Ittoo, Nguyen Le Minh, Satoshi Tojo
Data and Knowledge Engineering, 114, 2018, iii-, 2018
Multilingual opinion mining on Youtube - A convolutional N-gram BiLSTM word embeeding.
Huy Tien Nguyen, Minh Le Nguyen
Information Processing Management (2018)https://doi.org/10.1016/j.ipm.2018.02.001, 54, 3, 451-462-, 2018
Comparison of Three Deep Learning-based Approaches for IoT Malware Detection. Khanh Duy Tung, Nguyen, Tran Minh Tuan, Son Hai Le, Viet-Anh Phan, Mizuhito Ogawa, Nguyen Le Minh
10th International Conference on Knowledge and Systems Engineering, KSE 2018, Ho Chi Minh City, Vietnam, November 1-3, 2018, 382-388, 2018
Automatically classifying source code using tree-based approaches.
Anh Viet Phan, Ngoc Phuong Chau, Minh Le Nguyen, Lam Thu Bui, A
Data Knowl. Eng. 114:http://dx.doi.org/10.1016/j.datak.2017.07.003, 12-25-, 2018
Convolutional Neural Networks over Control Flow Graphs for Software Defect Prediction
Anh Phan, Nguyen Le Minh, Lam Thu Bui
In Proceedings ICTAI 2017 (IEEE), -, 2017
Structural Paraphrasing in Japanese Legal Texts
Truong-Son Nguyen, Le-Minh Nguyen, Akira Shimazu, Kiyoaki Shirai
In Proceedings Jursin 2017, -, 2017
Convolutional Neural Networks on Assembly Code forPredicting Software Defects
Anh Phan, Minh Le Nguyen
The 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2017), -, 2017
Improving entailment recognition in legal texts using corpus generation
Truong-Son Nguyen, Le Minh Nguyen, Ken Satoh
In Proceedings SCIDOCA 2017, -, 2017
ConvAMR: Abstract meaning representation parsing for legal document
Lai Dac Viet, Nguyen Le Minh, Sinh Vu Trong, Ken Satoh
In Proceedings SCIDOCA2017, -, 2017
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks
Tran Van Khanh, Minh Le Nguyen
In Proceedings CONLL 2017, -, 2017
Neural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation
Tran Van Khanh, Minh Le Nguyen
In Proceedings SIGDIAL 2017, -, 2017
Nested named entity recognition using multilayer recurrent neural networks
Son Nguyen Truong, Minh Le Nguyen
In Proceedings PACLING 2017, -, 2017
Single and multiple layer BI-LSTM-CRF for recognizing requisite and effectuation parts in legal texts.
Son Nguyen Truong, Nguyen Le Minh, Ken Satoh, Tojo Satoshi, Akira Shimazu
In Proceedings ASAIL 2017, -, 2017
Improving Legal Information Retrieval by DistributionalComposition with Term Order Probabilities
Danilo S. Carvalho∗, Vu Duc Tran, Khanh Van Tran, Minh Le Nguyen
In Proceedings COLIEF 2017, -, 2017
Building Lexical Vector Representations from Concept Definitions
Danilo Carvalho, Minh Le Nguyen
In Proceedings EACL 2017, -, 2017
Preface Ngoc Thanh Nguyen, Satoshi Tojo, Le Minh Nguyen, Bogdan Trawiński
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10192 LNAI, -, 2017
Recognizing entailments in legal texts using sentence encoding-based and decomposable attention models. COLIEE 2017
Nguyen Truong Son, Phan Viet Anh, Nguyen Le Minh
In Proceedings COLIEF 2017, -, 2017
Similarity with Document Components Vector Representations by Context Expansion from Document Structures
Vu Duc Tran, Minh Le Nguyen, Ken Satoh
In Proceedings SODIOCA 2017, -, 2017
Lexical-morphological modeling for legal text analysis Danilo S. Carvalho, Minh-Tien Nguyen, Chien-Xuan Tran, Minh-Le Nguyen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10091, 295-311, 2017
SoLSCSum Minh-Tien Nguyen, Chien-Xuan Tran, Duc-Vu Tran, Minh-Le Nguyen
Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, -, 2016
Learning to Summarize Web Documents using Social Information, In Proceedings ICTAI 2016 (referred)
Minh-Tien Nguyen, Duc-Vu Tran, Chien-Xuan Tran, Minh-Le Nguyen
In Proceedings ICTAI 2016, -, 2016
Feature weighting and SVM parameters optimization basedon genetic algorithms for classification problems
Anh Viet Phan, Minh Le Nguyen, Lam Thu Bui
Applied Intelligence, DOI: 10.1007/s10489-016-0843-6, 1,15-, 2016
Learning to Rank Questions for Community Question Answering with Ranking SVM.
Minh-Tien Nguyen, Viet-Anh Phan, Truong-Son Nguyen, Minh-Le Nguyen
CoRR abs/1608, 04185, 2016, -, 2016
JAIST: A Shallow Discourse Parsing system @ CoNLL 2016 Shared Task
Truong Son Nguyen, Minh Le Nguyen
Proceedings of CONLL 2016 Shared Task, -, 2016
Reranking CCG Parser for Jazz Chord Sequences, In Proceedings KSE 2016 (referred)
Hong Xuan Ong, Minh Nguyen, Satoshi Tojo
In Proceedings KSE 2016, -, 2016
Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity
Hai-Long Trieu, Le-Minh Nguyen, Phuong-Thai Nguyen
In Proceedings PACLIC 2016, -, 2016
Lexical to Discourse-level Corpus Modeling for Legal Question Answering
Danilo Carvalho, Vu Tran, Khanh Tran, Viet Lai, Nguyen Le Minh
In Proceedings of JURISN 2016, -, 2016
Legal Information Extraction/Entailment Using SVM-Ranking and Tree-based Convolutional Neural Network
Truong-Son Nguyen, Viet-Anh Phan, Thanh-Huy Nguyen, Hai-Long Trieu, Ngoc-Phuong Chau, Trung-Tin Pham, Nguyen Le Minh
In Proceedings JURISN 2016, -, 2016
JAIST: Combining multiple features for Answer Selection in Community Question Answering
Quan Hung Tran, Vu Tran, Tu Vu, Minh Nguyen, Son Bao Pham
Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), pages 215–219,Denver, Colorado, June 4-5, 2015. c 2015 Association for Computational Linguistics, -, 2015
JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts
Son Nguyen, Quoc Ho, Minh Nguyen
CONLL 2015 shared task, -, 2015
A New Feature to Improve Moore’s SentenceAlignment Method
Hai-Long Trieu, Phuong-Thai Nguyen, Le-Minh Nguyen
VNU Journal of Science: Comp. Science & Com. Eng., Vol. 31., No. 1, 32,13-, 2015
Exploiting discourse information to identify paraphrases.
Ngo Xuan Bach, Minh Le Nguyen, Akira Shimazu
Expert Syst. Appl., 41, 6, 2832,10-, 2014
Unsupervised Keyword Extraction for Japanese Legal Documents. JURIX 2013: 97-106
Tho Thi Ngoc Le, Minh Le Nguyen, Akira Shimazu
In Proceedings JURIX 2013, 1, 97,10-, 2013
Using Shallow Semantic Parsing and Relation Extraction for Finding Contradiction in Text.
Minh Quang, Nhat PHAM, Minh Le NGUYEN, Akira Shimazu
In Proceedings of IJCNLP 2013, -, 2013
JAIST Participation at NTCIR-10 RITE-2. Minh Quang Nhat Pham, Minh Le Nguyen 0001, Akira Shimazu
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies(NTCIR), -, 2013
Learning based approaches for Vietnamese Question Classification using Keywords Extraction from the Web
Dang Tran, Cuong Chu, Son Pham, Minh Nguyen
In Proceeding IJCNLP 2013, -, 2013
Reference resolution in legal texts Oanh Thi Tran, Minh Le Nguyen, Akira Shimazu
Proceedings of the International Conference on Artificial Intelligence and Law, 22, 1, 101-110, 2013
“Integrated ranking approach for OOV term definition and multilingual context information extraction”
J. Qu, A. Shimazu, M.L. Nguyen, T. Yuizono
2012 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE’12), 56,8-, 2012
“A Reranking Model for Discourse Segmentation using Subtree Features”,
B.X. Ngo, M.L. Nguyen, A. Shimazu
In Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2012 Conference), 160,8-, 2012
An Empirical Study of Recognizing Textual Entailment in Japanese Text
M. Pham, M.L. Nguyen, A. Shimazu
ACM Transactions on Asian Language Information Processing (ACM TALIP) 37(4)(December 2012), 37, 4, 499-510-, 2012
A flexible rule-based approach for discovering medical English-Chinese OOV term translations from web with machine learning
J. Qu, M.L. Nguyen, A. Shimazu, T. Theeramunkong, C. Nattee, P. Aimmanee
International Journal of Computer Processing Of Languages (IJCPOL), -, 2012
Learning Logical Structures of Paragraphs in Legal Articles
Ngo Xuan Bach, Nguyen Le Minh, Tran Thi Oanh, Akira Shimazu
To appear in Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP), Chiang Mai, Thailand, November 2011, ACL-AFNLP, -, 2011
RRE Task: The Task of Recognition of Requisite Part and Effectuation Part in Law Sentences.
Ngo Xuan Bach, Minh Le Nguyen, Akira Shimazu
To appear in International Journal of Computer Processing Of Languages (IJCPOL), Volume 23, Number 2, 2011, 23, 2, -, 2011
Supervised and Semi-Supervised Sequence Learning for Recognition of Requisite Part and Effectuation Part in Law Sentences.
Le-Minh Nguyen, Ngo Xuan Bach, Akira Shimazu
To appear in Proceedings of the 9th International Workshop on Finite-State Methods and Natural Language Processing (FSMNLP), Blois, France, July 2011, -, 2011
A Listwise Approach to Coreference Resolution in Multiple Languages.
Oanh Thi Tran, Bach Xuan Ngo, Minh Le Nguyen, Akira Shimazu
To appear in Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation (PACLIC), Singapore, December 2011, -, 2011
Recognition of Requisite Part and Effectuation Part in Law Sentences.
Ngo Xuan Bach, Nguyen Le Minh, Akira Shimazu
In Proceedings of the 23rd International Conference on the Computer Processing of Oriental Languages (ICCPOL), San Francisco California USA, 29-34-, 2010
Treatment of Legal Sentences Including ItemizationWritten in Japanese, English and Vietnamese – TowardsTranslation into Logical Forms
Makoto Nakamura, Yusuke Kimura, Minh Quang Nhat Pham, Le MinhNguyen, Akira Shimazu
自然言語処理, Vol.17, No.3, 17, 3, 81-100-, 2010
Clause Splitting with Conditional Random Fields
Vinh Van Nguyen, Minh Le Nguyen, Akira Shimazu
Journal of Natural Language Processing, 1, 16, 47-65-, 2009
Incremental Text Structuring with WordClusters
Pham Quang, Nhat Minh, Minh Le Nguyen, Akira Shimazu
Conference of the Pacific Association for Computational LinguisticsSeptember 1-4, 2009, -, 2009
A Semi-supervised Approach for Generating a Table-of-Contents
Viet Cuong Nguyen, Le Minh Nguyen, Akira Shimazu
Recent Advances in Natural Language Processing (RANLP 2009), September 14-16, 2009, -, 2009
An Empirical Study of Vietnamese Noun Phrase Chunking with Discriminative Sequence Models (to appear)
Le Minh Nguyen, Huong Thao Nguyen, Phuong Thai Nguyen, Tu Bao Ho, Akira Shimazu
The 7th Workshop on Asian Language Resources (In Conjunction with ACL-IJCNLP 2009), -, 2009
Improving A Lexicalized Hierarchical Reordering Model Using Maximum Entropy
Vinh Van Nguyen, Akira Shimazu, Minh Le Nguyen, Thai Phuong Nguyen
The Twelfth Machine Translation Summit (MT Summit XII), Ottawa, Canada, 26-30 August 2009-, 2009
Reordering phrase-based machine translation over chunks Vinh Van Nguyen, Thai Phuong Nguyen, Akira Shimazu, Minh Le Nguyen
RIVF 2008 - 2008 IEEE International Conference on Research, Innovation and Vision for the Future in Computing and Communication Technologies, 114-119, 2008
A Multilingual Dependency Analysis System Using Online Passive-Aggressive Learning
Le-Minh Nguyen, Akira Shimazu, Phuong-Thai Nguyen, Xuan-Hieu Phan
Shared Task paper Proceedings of EMNLP-CONLL 2007, pp 1149―1155, 1, 1, 1149,7-, 2007
Semantic Parsing with Structured SVM Ensemble Classification Models
Minh Le Nguyen, Akira Shimazu, Xuan Hieu Phan
21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Sydney, Australia, 17-21 July 2006, -, 2006
Improving discriminative sequential learning by discovering important association of statistics.
Xuan Hieu Phan, Minh Le Nguyen, Yasushi Inoguchi, Tu Bao Ho, Susumu Horiguchi
ACM Trans. Asian Lang. Inf. Process. 5(4): 413-438 (2006), 5, 4, 413,27-, 2006
Probabilistic Sentence Reduction Using Support Vector Machines
M.L. Nguyen, A. Shimazu, S. Horiguchi, B.T. Ho, M. Fukushi
The 20th International Conference on Computational Linguistics COLING 200423-27 August, Geneva, pp 743-749, 2004., 1, 1, 743,7-, 2004