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NGUYEN, Minh Le Professor, Director of Research Centre for Interpretable AI
School of Information Science, Intelligent Robotics Area, Research Centre for Interpretable AI

Published Papers

183 items
Variational model for low-resource natural language generation in spoken dialogue systems.
Van-Khanh Tran, Le-Minh Nguyen
Comput. Speech Lang., 65, 101120-101120, 2021
Progressive Training in Recurrent Neural Networks for Chord Progression Modeling.
Trung-Kien Vu, Teeradaj Racharak, Satoshi Tojo, Ha-Thanh Nguyen, Le Minh Nguyen
89-98, 2020
Sentence modeling via multiple word embeddings and multi-level comparison for semantic textual similarity.
Huy Nguyen Tien, Minh Nguyen Le, Yamasaki Tomohiro, Izuha Tatsuya
Inf. Process. Manag., 56, 6, -, 2019
Overcoming the Rare Word Problem for Low-Resource Language Pairs in Neural Machine Translation.
Thi-Vinh Ngo, Thanh-Le Ha, Phuong-Thai Nguyen, Le-Minh Nguyen
CoRR, abs/1910.03467, -, 2019
How Transformer Revitalizes Character-based Neural Machine Translation: An Investigation on Japanese-Vietnamese Translation Systems.
Thi-Vinh Ngo, Thanh-Le Ha, Phuong-Thai Nguyen, Le-Minh Nguyen
CoRR, abs/1910.02238, -, 2019
Deep Learning Approach for Vietnamese Consonant Misspell Correction.
Ha-Thanh Nguyen, Tran Binh Dang, Le Minh Nguyen
497-504, 2019
Effective Approach to Joint Training of POS Tagging and Dependency Parsing Models.
Xuan-Dung Doan, Tu-Anh Tran, Le-Minh Nguyen
428-435, 2019
A Study on Self-attention Mechanism for AMR-to-text Generation.
Vu Trong Sinh, Le Minh Nguyen
321-328, 2019
Learning to Transform Vietnamese Natural Language Queries into SQL Commands.
Thi-Hai-Yen Vuong, Thi-Thu-Trang Nguyen, Nhu-Thuat Tran, Le-Minh Nguyen, Xuan-Hieu Phan
1-5, 2019
Overcoming the Rare Word Problem for low-resource language pairs in Neural Machine Translation.
Thi-Vinh Ngo, Thanh-Le Ha, Phuong-Thai Nguyen, Le-Minh Nguyen
207-214, 2019
Leveraging Additional Resources for Improving Statistical Machine Translation on Asian Low-Resource Languages.
Hai-Long Trieu, Duc-Vu Tran, Ashwin Ittoo, Le-Minh Nguyen
ACM Trans. Asian Low Resour. Lang. Inf. Process., 18, 3, 32-22, 2019
Web document summarization by exploiting social context with matrix co-factorization.
Minh-Tien Nguyen, Tran Viet Cuong, Xuan Hoai Nguyen, Le-Minh Nguyen
Inf. Process. Manag., 56, 3, 495-515, 2019
Gating mechanism based Natural Language Generation for spoken dialogue systems.
Van-Khanh Tran, Le-Minh Nguyen
Neurocomputing, 325, 48-58, 2019
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
Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity.
Huy Nguyen Tien, Minh Nguyen Le, Yamasaki Tomohiro, Izuha Tatsuya
CoRR, abs/1805.07882, -, 2018
A Deep Learning Study of Aspect Similarity Recognition.
Huy-Tien Nguyen, Quan-Hoang Vo, Minh-Le Nguyen
181-186, 2018
Recurrent neural network-based models for recognizing requisite and effectuation parts in legal texts.
Truong-Son Nguyen, Le-Minh Nguyen, Satoshi Tojo, Ken Satoh, Akira Shimazu
Artif. Intell. Law, 26, 2, 169-199, 2018
Social context summarization using user-generated content and third-party sources.
Minh-Tien Nguyen, Duc-Vu Tran, Le-Minh Nguyen
Knowl. Based Syst., 144, 2018, 51-64, 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
A classifier-based preordering approach for English-Vietnamese statistical machine translation
Viet Hong Tran, Huyen Thuong Vu, Vinh Van Nguyen, Minh Le Nguyen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9624, 74-87, 2018
Deletion-Based Sentence Compression Using Bi-enc-dec LSTM
Dac-Viet Lai, Nguyen Truong Son, Nguyen Le Minh
Communications in Computer and Information Science, 781, 249-260, 2018
Semantic Refinement GRU-Based Neural Language Generation for Spoken Dialogue Systems
Van-Khanh Tran, Le-Minh Nguyen
Communications in Computer and Information Science, 781, 63-75, 2018
Enhancing Pivot Translation Using Grammatical and Morphological Information
Hai-Long Trieu, Le-Minh Nguyen
Communications in Computer and Information Science, 781, 137-151, 2018
Exploiting User Posts for Web Document Summarization.
Minh-Tien Nguyen, Duc-Vu Tran, Le-Minh Nguyen, Xuan-Hieu Phan
ACM Trans. Knowl. Discov. Data, 12, 4, 49-28, 2018
TSix: A Human-involved-creation Dataset for Tweet Summarization.
Minh-Tien Nguyen, Lai Dac Viet, Huy-Tien Nguyen, Minh-Le Nguyen
LREC 2018, -, 2018
Towards domain adaptation for neural network language generation in dialogue
Van-Khanh Tran, Van-Tao Nguyen, Kiyoaki Shirai, Minh-Le Nguyen
2017 4th NAFOSTED Conference on Information and Computer Science, NICS 2017 - Proceedings, 2017-, 19-24, 2017
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
Utilizing User Posts to Enrich Web Document Summarization with Matrix Co-factorization.
Minh-Tien Nguyen, Tran Viet Cuong, Nguyen Xuan Hoai, Minh-Le Nguyen
ACM International Conference Proceeding Series, 2017-, 70-77, 2017
Intra-relation or inter-relation?: Exploiting social information for Web document summarization.
Minh-Tien Nguyen, Minh-Le Nguyen
Expert Syst. Appl., 76, 71-84, 2017
Legal Question Answering using Ranking SVM and Deep Convolutional Neural Network.
Phong-Khac Do, Huy-Tien Nguyen, Chien-Xuan Tran, Minh-Tien Nguyen, Minh-Le Nguyen
CoRR, abs/1703.05320, -, 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
Towards Developing Dialogue Systems with Entertaining Conversations.
Hai-Long Trieu, Hiroyuki Iida, Nhien Pham Hoang Bao, Le-Minh Nguyen
In Proceedings ICAART 2017, 2, 511-518, 2017
Enhanced Semantic Refinement Gate for RNN-based Neural Language Generator
Van-Khanh Tran, Van-Tao Nguyen, Le-Minh Nguyen
2017 9TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2017), 172-178, 2017
WikTDV: Data extraction and vector representation resource for Wiktionary senses.
Danilo S. Carvalho, Minh-Le Nguyen
2017 9TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2017), 239-244, 2017
Exploiting User-Generated Content to Enrich Web Document Summarization.
Minh-Tien Nguyen, Duc-Vu Tran, Chien-Xuan Tran, Minh-Le Nguyen
Int. J. Artif. Intell. Tools, 26, 5, 1760017-26, 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
Efficient Neural-based patent document segmentation with Term Order Probabilities.
Danilo Silva de Carvalho, Minh-Le Nguyen
In Proceedings 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, -, 2017
Summarizing Web Documents Using Sequence Labeling with User-Generated Content and Third-Party Sources.
Minh-Tien Nguyen, Duc-Vu Tran, Chien-Xuan Tran, Minh-Le Nguyen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10260, 454-467, 2017
An Analysis of Majority Voting in Homogeneous Groups for Checkers: Understanding Group Performance Through Unbalance.
Danilo S. Carvalho, Minh Le Nguyen, Hiroyuki Iida
In Proceedings The Fifteenth International Conference on Advances in Computer Games (ACG2017), 213-223, 2017
A Deep Neural Architecture for Sentence-Level Sentiment Classification in Twitter Social Networking.
Huy Nguyen, Minh-Le Nguyen
Communications in Computer and Information Science, 781, 15-27, 2017
SibStCNN and TBCNN + kNN-TED: New models over tree structures for source code classification
Anh Viet Phan, Minh Le Nguyen, Lam Thu Bui
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10585, 120-128, 2017
Multi-channel LSTM-CNN model for Vietnamese sentiment analysis.
Quan-Hoang Vo, Huy-Tien Nguyen, Bac Le, Minh-Le Nguyen
2017 9TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2017), 24-29, 2017
An Ensemble Method with Sentiment Features and Clustering Support.
Huy-Tien Nguyen, Minh-Le Nguyen
In Proceedings IJCNLP 2017, 644-653, 2017
Cross-Language Information Extraction and Auto Evaluation for OOV Term Translations
Jian Qu, Le Minh Nguyen, Akira Shimazu
CHINA COMMUNICATIONS, 13, 12, 277-296, 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
Editorial: Special issue on natural language processing and text analytics in industry
Ashwin Ittoo, Le Minh Nguyen, Antal van den Bosch
COMPUTERS IN INDUSTRY, 78, 2016, 1-2, 2016
Text analytics in industry: Challenges, desiderata and trends
Ashwin Ittoo, Le Minh Nguyen, Antal van den Bosch
COMPUTERS IN INDUSTRY, 78, 96-107, 2016
VSoLSCSum: Building a Vietnamese Sentence-Comment Dataset for Social Context Summarization.
Minh-Tien Nguyen, Lai Dac Viet, Phong-Khac Do, Duc-Vu Tran, Minh-Le Nguyen
38-48, 2016
Unsupervised keyphrase extraction: Introducing new kinds of words to keyphrases
Tho Thi Ngoc Le, Minh Le Nguyen, Akira Shimazu
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9992, 665-671, 2016
A Reordering Model For Vietnamese-English Statistical Machine Translation Using Dependency Information
Viet Hong Tran, Huyen Thuong Vu, Thu Hoai Pham, Vinh Van Nguyen, Minh Le Nguyen
2016 IEEE RIVF INTERNATIONAL CONFERENCE ON COMPUTING & COMMUNICATION TECHNOLOGIES, RESEARCH, INNOVATION, AND VISION FOR THE FUTURE (RIVF), 125-130, 2016
Deep Learning and Sub-Tree Mining for Document Level Sentiment Classification
Ngoc Phuong Chau, Viet Anh Phan, Minh Le Nguyen
2016 EIGHTH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE), 268-273, 2016
Learning to Summarize Web Documents Using Social Information.
Minh-Tien Nguyen, Duc-Vu Tran, Chien-Xuan Tran, Minh-Le Nguyen
2016 IEEE 28TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2016), 619-626, 2016
Reranking CCG parser for Jazz chord sequences.
Hong Xuan Ong, Le Minh Nguyen, Satoshi Tojo
2016 Eighth International Conference on Knowledge and Systems Engineering, KSE 2016, Hanoi, Vietnam, October 6-8, 2016, 205-211, 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
Recognizing logical parts in legal texts using neural architectures
Nguyen Truong Son, Nguyen Le Minh, Ho Rao Quoc, Akira Shimazu
2016 EIGHTH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE), 252-257, 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
Phrase-Based Compressive Summarization for English-Vietnamese
Tung Le, Le-Minh Nguyen, Akira Shimazu, Dinh Dien
INTEGRATED UNCERTAINTY IN KNOWLEDGE MODELLING AND DECISION MAKING, IUKM 2016, 9978, 331-342, 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
Scoring Explanatoriness of a Sentence and Ranking for Explanatory Opinion Summary
Trung Thien Vo, Bac Le, Minh Le Nguyen
RECENT DEVELOPMENTS IN INTELLIGENT INFORMATION AND DATABASE SYSTEMS, 642, 277-286, 2016
Linguistic Features and Learning to Rank Methods for Shopping Advice
Xuan-Huy Nguyen, Le-Minh Nguyen
INTEGRATED UNCERTAINTY IN KNOWLEDGE MODELLING AND DECISION MAKING, IUKM 2016, 9978, 269-279, 2016
Exploiting tree structures for classifying programs by functionalities.
Viet-Anh Phan, Ngoc Phuong Chau, Minh-Le Nguyen
2016 EIGHTH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE), 85-90, 2016
Applying Semantic Similarity to Phrase Pivot Translation
Hai-Long Trieu, Le-Minh Nguyen
2016 IEEE 28TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2016), 1043-1047, 2016
SoLSCSum: A Linked Sentence-Comment Dataset for Social Context Summarization.
Minh-Tien Nguyen, Chien-Xuan Tran, Duc-Vu Tran, Minh-Le Nguyen
CIKM'16: PROCEEDINGS OF THE 2016 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2409-2412, 2016
SoRTESum: A Social Context Framework for Single-Document Summarization.
Minh-Tien Nguyen, Minh-Le Nguyen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9626, 3-14, 2016
Extracting indices from Japanese legal documents
Tho Thi Ngoc Le, Kiyoaki Shirai, Minh Le Nguyen, Akira Shimazu
Artificial Intelligence and Law, 23, 4, 315-344, 2015
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
A joint model for vietnamese part-of-speech tagging using dual decomposition
Ngo Xuan Bach, Kunihiko Hiraishi, Nguyen Le Minh, Akira Shimazu
Smart Innovation, Systems and Technologies, 30, 353-367, 2015
Question analysis for a community-based vietnamese question answering system
Quan Hung Tran, Minh Le Nguyen, Son Bao Pham
Advances in Intelligent Systems and Computing, 326, 641-651, 2015
Generalizing Hierarchical Structure of Indices for Japanese Legal Documents
Tho Thi Ngoc Le, Minh Le Nguyen, Akira Shimazu
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 19TH ANNUAL CONFERENCE, KES-2015, 60, 103-112, 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
A community-based Vietnamese question answering system
Quan Hung Tran, Nien Dinh Nguyen, Kien Duc Do, Thinh Khanh Nguyen, Dang Hai Tran, Minh Le Nguyen, Son Bao Pham
Advances in Intelligent Systems and Computing, 326, 117-128, 2015
Recognizing logical parts in Vietnamese Legal Texts using Conditional Random Fields
Nguyen Truong Son, Ho Bao Quoc, Nguyen Thi Phuong Duyen, Nguyen Le Minh
2015 IEEE RIVF INTERNATIONAL CONFERENCE ON COMPUTING & COMMUNICATION TECHNOLOGIES - RESEARCH, INNOVATION, AND VISION FOR THE FUTURE (RIVF), 1-6, 2015
Generalizing Hierarchical Structure of Indices for Japanese Legal Documents
Tho Thi Ngoc Le, Minh Le Nguyen, Akira Shimazu
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 19TH ANNUAL CONFERENCE, KES-2015, 60, 103-112, 2015
Recognizing Textual Entailment in Vietnamese Text: An Experimental Study
Minh-Tien Nguyen, Quang-Thuy Ha, Thi-Dung Nguyen, Tri-Thanh Nguyen, Le-Minh Nguyen
2015 Seventh International Conference on Knowledge and Systems Engineering (KSE), 108-113, 2015
L2S: Transforming natural language questions into SQL queries
Duc Tam Hoang, Minh Le Nguyen, Son Bao Pham
2015 Seventh International Conference on Knowledge and Systems Engineering (KSE), 85,6, 85-90, 2015
Semantic Parsing for Vietnamese Question Answering System
Vu Xuan Tung, Nguyen Le Minh, Duc Tam Hoang
2015 Seventh International Conference on Knowledge and Systems Engineering (KSE), 332-335, 2015
A semi supervised learning model for mapping sentences to logical forms with ambiguous supervision
Minh Le Nguyen, Akira Shimazu
DATA & KNOWLEDGE ENGINEERING, 90, 1-12, 2014
Exploiting discourse information to identify paraphrases.
Ngo Xuan Bach, Minh Le Nguyen, Akira Shimazu
Expert Syst. Appl., 41, 6, 2832,10-, 2014
Answering Legal Questions by Mining Reference Information
Oanh Thi Tran, Bach Xuan Ngo, Minh Le Nguyen, Akira Shimazu
NEW FRONTIERS IN ARTIFICIAL INTELLIGENCE (JSAI-ISAI 2013), 8417, 214-229, 2014
Reference Resolution in Japanese Legal Texts at Passage Levels
Oanh Thi Tran, Bach Xuan Ngo, Minh Le Nguyen, Akira Shimazu
KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2013), VOL 2, 245, 237-249, 2014
Legal Engineering and Its Natural Language Processing
Akira Shimazu, Minh Le Nguyen
KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2013), VOL 1, 244, 7-7, 2014
From treebank conversion to automatic dependency parsing for Vietnamese
Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, Phuong-Thai Nguyen, Minh Le Nguyen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8455, 196-207, 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
A two-phase framework for learning logical structures of paragraphs in legal articles
Ngo Xuan Bach, Nguyen Le Minh, Tran Thi Oanh, Akira Shimazu
ACM Transactions on Asian Language Information Processing, 12, 1, -, 2013
Unsupervised keyword extraction for japanese legal documents
Tho Thi Ngoc Le, Minh Le Nguyen, Akira Shimazu
Frontiers in Artificial Intelligence and Applications, 259, 97-106, 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
Dual Decomposition for Vietnamese Part-of-Speech Tagging
Ngo Xuan Bach, Kunihiko Hiraishi, Nguyen Le Minh, Akira Shimazu
17TH INTERNATIONAL CONFERENCE IN KNOWLEDGE BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS - KES2013, 22, 123-131, 2013
Reference resolution in legal texts
Oanh Thi Tran, Minh Le Nguyen, Akira Shimazu
Proceedings of the International Conference on Artificial Intelligence and Law, 101-110, 2013
EDU-Based similarity for paraphrase identification
Ngo Xuan Bach, Nguyen Le Minh, Akira Shimazu
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7934, 65-76, 2013
Learning to Recognize Textual Entailment in Japanese Texts with the Utilization of Machine Translation
Minh Quang Nhat Pham, Minh Le Nguyen, Akira Shimazu
ACM Transactions on Asian Language Information Processing, 11, 4, -, 2012
A learning-to-rank method for information updating task
Minh Quang Nhat Pham, Minh Le Nguyen, Bach Xuan Ngo, Akira Shimazu
APPLIED INTELLIGENCE, 37, 4, 499-510, 2012
“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
OOV term translation, context information and definition extraction based on OOV term type prediction
Jian Qu, Akira Shimazu, Minh Le Nguyen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7614, 76-87, 2012
Named Entity Recognition for Vietnamese documents using semi-supervised learning method of CRFs with Generalized Expectation Criteria
Thi-Ngan Pham, Le Minh Nguyen, Quang-Thuy Ha
2012 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP 2012), 85-88, 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
Divide and Translate Legal Text Sentence by Using Its Logical Structure
Bui Thanh Hung, Nguyen Le Minh, Akira Shimazu
2012 SEVENTH INTERNATIONAL CONFERENCE ON KNOWLEDGE, INFORMATION AND CREATIVITY SUPPORT SYSTEMS (KICSS 2012), 18-23, 2012
A study on hierarchical table of indexes for multi-documents
Tho Thi Ngoc Le, Minh Le Nguyen, Akira Shimazu
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7614, 222-227, 2012
Shallow syntactic preprocessing for statistical machine translation
Hoai-Thu Vuong, Dao Ngoc Tu, Minh Le Nguyen, Vinh Van Nguyen
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7614, 108-117, 2012
Sentence splitting for Vietnamese-English machine translation
Bui Thanh Hung, Nguyen Le Minh, Akira Shimazu
Proceedings - 4th International Conference on Knowledge and Systems Engineering, KSE 2012, 156-160, 2012
UDRST: A novel system for unlabeled discourse parsing in the RST framework
Ngo Xuan Bach, Nguyen Le Minh, Akira Shimazu
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7614, 250-261, 2012
Using machine translation for recognizing textual entailment in Vietnamese language
Minh Quang Nhat Pham, Minh Le Nguyen, Akira Shimazu
2012 IEEE RIVF International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future, RIVF 2012, 1,6-, 2012
An empirical study of recognizing textual entailment in Japanese text
Quang Nhat Minh Pham, Le Minh Nguyen, Akira Shimazu
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7181, 1, 438-449, 2012
A semi supervised learning model for mapping sentences to logical form with ambiguous supervision
Le Minh Nguyen, Akira Shimazu
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7337, 116-127, 2012
Sentence splitting for Vietnamese-English machine translation
Bui Thanh Hung, Nguyen Le Minh, Akira Shimazu
Proceedings - 4th International Conference on Knowledge and Systems Engineering, KSE 2012, 156-160, 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
A Hidden Topic-Based Framework toward Building Applications with Short Web Documents
Xuan-Hieu Phan, Cam-Tu Nguyen, Dieu-Thu Le, Le-Minh Nguyen, Susumu Horiguchi, Quang-Thuy Ha
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 23, 7, 961-976, 2011
Learning to Generate a Table-of-Contents with Supportive Knowledge
Viet Cuong Nguyen, Le Minh Nguyen, Akira Shimazu
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E94D, 3, 423-431, 2011
A hidden topic-based framework toward building applications with short web documents
Xuan-Hieu Phan, Cam-Tu Nguyen, Dieu-Thu Le, Le-Minh Nguyen, Susumu Horiguchi, Quang-Thuy Ha
IEEE Transactions on Knowledge and Data Engineering, 23, 7, 961-976, 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
Improving Text Segmentation with Non-systematic Semantic Relation
Viet Cuong Nguyen, Le Minh Nguyen, Akira Shimazu
COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, PT I, 6608, 1, 304-315, 2011
Improving Subtree-Based Question Classification Classifiers with Word-Cluster Models
Le Minh Nguyen, Akira Shimazu
NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, 6716, 76-87, 2011
A Model Lexicalized Hierarchical Reordering for Phrase Based Translation
Vinh Van Nguyen, Thai Phuong Nguyen, Minh Le Nguyen, Akira Shimazu
COMPUTATIONAL LINGUISTICS AND RELATED FIELDS, 27, 77-85, 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
Using rich linguistic and contextual information for tree-based statistical machine translation
Bui Thanh Hung, Nguyen Le Minh, Akira Shimazu
Proceedings - 2011 International Conference on Asian Language Processing, IALP 2011, 189-192, 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
A semi-supervised learning method for Vietnamese part-of-speech tagging
Le Minh Nguyen, Bach Ngo Xuan, Cuong Nguyen Viet, Minh Pham Quang Nhat, Akira Shimazu
Proceedings - 2nd International Conference on Knowledge and Systems Engineering, KSE 2010, 1, 141-146, 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
Update Legal Documents Using Hierarchical Ranking Models and Word Clustering
Minh Quang Nhat Pham, Minh Le Nguyen, Akira Shimazu
LEGAL KNOWLEDGE AND INFORMATION SYSTEMS, 223, 163-166, 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
Vietnamese Noun Phrase Chunking based on Conditional Random Fields
Nguyen Thi Huong Thao, Nguyen Phuong Thai, Nguyen Le Minh, Ha Quang Thuy
INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE 2009), 172-+, 2009
Semi-supervised learning integrated with classifier combination for word sense disambiguation
Anh-Cuong Le, Akira Shimazu, Van-Nam Huynh, Le-Minh Nguyen
COMPUTER SPEECH AND LANGUAGE, 22, 4, 330-345, 2008
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 reordering model for phrase-based machine translation
Vinh Van Nguyen, Thai Phuong Nguyen, Akira Shimazu, Minh Le Nguyen
ADVANCES IN NATURAL LANGUAGE PROCESSING, PROCEEDINGS, 5221, 476-487, 2008
Online Structured Learning for Semantic Parsing with Synchronous and lambda-Synchronous Context Free Grammars
Le-Minh Nguyen, Akira Shimazu, Xuan Hieu Phan, Phuong Thai Nguyen
20TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, VOL 2, PROCEEDINGS, 135-+, 2008
Learning to classify short and sparse text & web with hidden topics from large-scale data collections
Xuan-Hieu Phan, Le-Minh Nguyen, Susumu Horiguchi
Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08, 1, 1, 91-99, 2008
A new sentence reduction technique based on a decision tree model
Le Minh Nguyen, Xuan Hieu Phan, Susumu Horiguchi, Akira Shimazu
INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 16, 1, 129-137, 2007
High-performance training of conditional random fields for large-scale applications of labeling sequence data
Xuan-Hieu Phan, Le-Minh Nguyen, Yasushi Inoguchi, Susumu Horiguchi
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E90D, 1, 13-21, 2007
High-Performance Training of Conditional Random Fields for Large-Scale Applications of Labeling Sequence Data.
Xuan Hieu Phan, Minh Le Nguyen, Yasushi Inoguchi, Susumu Horiguchi
IEICE Transactions, 90-D, 1, 13-21, 2007
Improving the accuracy of question classification with machine learning
Tri Thanh Nguyen, Le Minh Nguyen, Akira Shimazu
2007 IEEE International Conference on Research, Innovation and Vision for the Future, RIVF 2007, 234-241, 2007
Subtree Mining for Question Classification Problem
Minh Le Nguyen, Thanh Tri Nguyen, Akira Shimazu
20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 20, 2, 1695-1700, 2007
A Syntactic Transformation Model for Statistical Machine Translation
Thai Phuong Nguyen, Akira Shimazu, Minh Le Nguyen, Vinh Van Nguyen
International Journal of Computer Processing of Oriental Languages, 20, 2, 79.21-, 2007
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
Personal name resolution crossover documents by a semantics-based approach
XH Phan, LM Nguyen, S Horiguchi
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E89D, 2, 825-836, 2006
Investigating problems of semi-supervised learning for word sense disambiguation
Anh-Cuong Le, Akira Shimazu, Le-Minh Nguyen
COMPUTER PROCESSING OF ORIENTAL LANGUAGES, PROCEEDINGS, 4285, 482-+, 2006
Vietnamese word segmentation with.CRFs and SVMs: An investigation
Cam-Tu Nguyen, Trung-Kien Nguyen, Xuan-Hieu Phan, Le-Minh Nguyen, Quang-Thuy Ha
PACLIC 20: PROCEEDINGS OF THE 20TH PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION, 215-222, 2006
Applying RST relations to semantic search
Nguyen Thanh Tri, Akira Shimazu, Le Cuong Anh, Nguyen Minh Le
TEXT, SPEECH AND DIALOGUE, PROCEEDINGS, 4188, 189-196, 2006
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
Using semi-supervised learning for question classification
Nguyen Thanh Tri, Nguyen Minh Le, Akira Shimazu
COMPUTER PROCESSING OF ORIENTAL LANGUAGES, PROCEEDINGS, 4285, 1, 31-+, 2006
A Probabilistic sentence reduction using maximum entropy model
M Le Nguyen, M Fukushi, S Horiguchi
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E88D, 2, 278-288, 2005
A maximum entropy model for transforming sentences to logical form
Minh Le Nguyen, Akira Shimazu, Hieu Xuan Phan
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3809, 800-804, 2005
Improving discriminative sequential learning with rare-but-important associations
Xuan-Hieu Phan, Tu-Bao Ho, Le-Minh Nguyen, Susumu Horiguchi
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 304-313, 2005
A structured SVM semantic parser augmented by semantic tagging with conditional random field
Minh Le Nguyen, Akira Shimazu, Hieu Xuan Phan
PACLIC 19: The 19th Pacific Asia Conference on Language, Information and Computation, 167-177, 2005
Accuracy Enhancement for the Decomposition of Human-Written Summary.
Minh Le Nguyen, Susumu Horiguchi
Int. J. Comput. Proc. Oriental Lang. 18(1): 53-74 (2005), 18, 1, 53,21-, 2005
Example-based sentence reduction using the hidden Markov model
Minh L.E. Nguyen, Susumu Horiguchi, Akira Shimazu, T. U.H.O. Bao
ACM Transactions on Asian Language Information Processing, 3, 2, 146-158, 2004
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
An efficient decomposition of human-written summary sentence
Nguyen Minh Le, S. Horiguchi
ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age, 2, 705-710, 2002