Minh Le Nguyen

Orcid: 0000-0002-2265-1010

Affiliations:
  • Japan Advanced Institute of Science and Technology, School of Information Science, Nomi, Ishikawa, Japan


According to our database1, Minh Le Nguyen authored at least 308 papers between 2003 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Retrieve-Revise-Refine: A novel framework for retrieval of concise entailing legal article set.
Inf. Process. Manag., 2025

2024
Deep multimodal-based finger spelling recognition for Thai sign language: a new benchmark and model composition.
Mach. Vis. Appl., July, 2024

Data Augmentation and Large Language Model for Legal Case Retrieval and Entailment.
Rev. Socionetwork Strateg., April, 2024

Deep clustering hierarchical latent representation for anomaly-based cyber-attack detection.
Knowl. Based Syst., 2024

Directional cooperative networks.
Neurocomputing, 2024

Multimodal Contrastive In-Context Learning.
CoRR, 2024

A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations.
CoRR, 2024

A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images.
CoRR, 2024

VLSP 2023 - LTER: A Summary of the Challenge on Legal Textual Entailment Recognition.
CoRR, 2024

Employing Label Models on ChatGPT Answers Improves Legal Text Entailment Performance.
CoRR, 2024

CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks.
CoRR, 2024

Attentive deep neural networks for legal document retrieval.
Artif. Intell. Law, 2024

RPMTD: A Route Planning Model With Consideration of Tourists' Distribution.
IEEE Access, 2024

A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations.
IEEE Access, 2024

FKD-Med: Privacy-Aware, Communication-Optimized Medical Image Segmentation via Federated Learning and Model Lightweighting Through Knowledge Distillation.
IEEE Access, 2024

Pushing the Boundaries of Legal Information Processing with Integration of Large Language Models.
Proceedings of the New Frontiers in Artificial Intelligence, 2024

CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment.
Proceedings of the New Frontiers in Artificial Intelligence, 2024

Semantic Parsing for Question and Answering over Scholarly Knowledge Graph with Large Language Models.
Proceedings of the New Frontiers in Artificial Intelligence, 2024

Vietnamese Elementary Math Reasoning Using Large Language Model with Refined Translation and Dense-Retrieved Chain-of-Thought.
Proceedings of the New Frontiers in Artificial Intelligence, 2024

A Framework for Enhancing Statute Law Retrieval Using Large Language Models.
Proceedings of the New Frontiers in Artificial Intelligence, 2024

BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

ANSPRE: Improving Question-Answering in Large Language Models with Answer-Prefix Generation.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: A Case Study on Hateful Memes.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
ViWiQA: Efficient end-to-end Vietnamese Wikipedia-based Open-domain Question-Answering systems for single-hop and multi-hop questions.
Inf. Process. Manag., November, 2023

The second-stage moderating role of situational context on the relationships between eWOM and online purchase behaviour.
Behav. Inf. Technol., November, 2023

SM-BERT-CR: a deep learning approach for case law retrieval with supporting model.
Artif. Intell. Law, September, 2023

Parametric loss-based super-resolution for scene text recognition.
Mach. Vis. Appl., July, 2023

Building and Nurturing AI Development in Vietnam.
Commun. ACM, July, 2023

PhraseTransformer: an incorporation of local context information into sequence-to-sequence semantic parsing.
Appl. Intell., June, 2023

SubTST: a consolidation of sub-word latent topics and sentence transformer in semantic representation.
Appl. Intell., June, 2023

Improving diversity and quality of adversarial examples in adversarial transformation network.
Soft Comput., April, 2023

DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation.
CoRR, 2023

Encoded Summarization: Summarizing Documents into Continuous Vector Space for Legal Case Retrieval.
CoRR, 2023

An Effective Method using Phrase Mechanism in Neural Machine Translation.
CoRR, 2023

WeExt: A Framework of Extending Deterministic Knowledge Graph Embedding Models for Embedding Weighted Knowledge Graphs.
IEEE Access, 2023

A Fast Method to Filter Noisy Parallel Data WMT2023 Shared Task on Parallel Data Curation.
Proceedings of the Eighth Conference on Machine Translation, 2023

Improving Multilingual Neural Machine Translation with Artificial Labels.
Proceedings of the 12th International Symposium on Information and Communication Technology, 2023

Deep Nested Clustering Auto-Encoder for Anomaly-Based Network Intrusion Detection.
Proceedings of the International Conference on Computing and Communication Technologies, 2023

Speaker Verification Using Distance Based on Principal Component Analysis for Household Scenario Adaptation.
Proceedings of the International Conference on Computing and Communication Technologies, 2023

GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task.
Proceedings of the Natural Language Processing and Information Systems, 2023

Accumulating Word Representations in Multi-level Context Integration for ERC Task.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Gender Bias Analysis in Commonsense Knowledge Graph Embeddings.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Hybrid of Deep Auto-Encoder and Maximum Mean Discrepancy for Cyber Reconnaissance Detection.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

A Summary of the ALQAC 2023 Competition.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Welcome Message from the KSE 2023 General Committee.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Constructing a Closed-Domain Question Answering System with Generative Language Models.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

AIEPU at ALQAC 2023: Deep Learning Methods for Legal Information Retrieval and Question Answering.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

The Impact of Large Language Modeling on Natural Language Processing in Legal Texts: A Comprehensive Survey.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Improving Vietnamese Legal Question-Answering System Based on Automatic Data Enrichment.
Proceedings of the New Frontiers in Artificial Intelligence, 2023

Enhancing Legal Text Entailment with Prompt-Based ChatGPT: An Empirical Study.
Proceedings of the New Frontiers in Artificial Intelligence, 2023

Directional Generative Networks; Comparison to Evolutionary Algorithms, Using Measurements for Molecules.
Proceedings of the New Frontiers in Artificial Intelligence, 2023

Deep Multimodal-based Number Finger Spelling Recognizer for Thai Sign Language.
Proceedings of the 22nd International Symposium on Communications and Information Technologies, 2023

Video-Based Sign Language Digit Recognition for the Thai Language: A New Dataset and Method Comparisons.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Emotions Relationship Modeling in the Conversation-Level Sentiment Analysis.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

CovRelex-SE: Adding Semantic Information for Relation Search via Sequence Embedding.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

Dual Congestion-Aware Route Planning for Tourists by Multi-agent Reinforcement Learning.
Proceedings of the Database and Expert Systems Applications, 2023

StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

NegT5: A Cross-Task Text-to-Text Framework for Negation in Question Answering.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022
Transformer-Based Approaches for Legal Text Processing.
Rev. Socionetwork Strateg., 2022

Parametric regularization loss in super-resolution reconstruction.
Mach. Vis. Appl., 2022

Attentive Deep Neural Networks for Legal Document Retrieval.
CoRR, 2022

Law to Binary Tree - An Formal Interpretation of Legal Natural Language.
CoRR, 2022

A Summary of the ALQAC 2021 Competition.
CoRR, 2022

Transformer-based Approaches for Legal Text Processing.
CoRR, 2022

A symbolic execution-based method to perform untargeted attack on feed-forward neural networks.
Autom. Softw. Eng., 2022

Abstract meaning representation for legal documents: an empirical research on a human-annotated dataset.
Artif. Intell. Law, 2022

DbAPE: Denoising-Based APE System for Improving English-Myanmar NMT.
IEEE Access, 2022

An Efficient Method for Generating Synthetic Data for Low-Resource Machine Translation: An empirical study of Chinese, Japanese to Vietnamese Neural Machine Translation.
Appl. Artif. Intell., 2022

Extractive Elementary Discourse Units for Improving Abstractive Summarization.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

TransHExt: a Weighted Extension for TransH on Weighted Knowledge Graph Embedding.
Proceedings of the ISWC 2022 Posters, 2022

A Generator-based Method for Attacking Embedding-based Text Classifiers.
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

Bi-directional Cross-Attention Network on Vietnamese Visual Question Answering.
Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022

Improving Emotion Recognition in Conversation using Text and Emoji Modalities.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

An Unsupervised Learning Method to improve Legal Document Retrieval task at ALQAC 2022.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022


tBART: Abstractive summarization based on the joining of Topic modeling and BART.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

JNLP Team: Deep Learning Approaches for Tackling Long and Ambiguous Legal Documents in COLIEE 2022.
Proceedings of the New Frontiers in Artificial Intelligence, 2022

JNLP Team: Deep Learning Approaches for Tackling Long and Ambiguous Legal Documents in COLIEE 2022.
Proceedings of the New Frontiers in Artificial Intelligence, 2022

A Survey of Pretrained Embeddings for Japanese Legal Representation.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

Expand-Extract: A Parallel Corpus Mining Framework from Comparable Corpora for English-Myanmar Machine Translation.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Learning Cross-modal Representations with Multi-relations for Image Captioning.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task.
Proceedings of the Advances in Computational Collective Intelligence, 2022

RVT-Transformer: Residual Attention in Answerability Prediction on Visual Question Answering for Blind People.
Proceedings of the Advances in Computational Collective Intelligence, 2022

An Effective Method to Answer Multi-hop Questions by Single-hop QA System.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Logical Structure-based Pretrained Models for Legal Text Processing.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Object-less Vision-language Model on Visual Question Classification for Blind People.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

SubTST: A Combination of Sub-word Latent Topics and Sentence Transformer for Semantic Similarity Detection.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Diversity-Oriented Route Planning for Tourists.
Proceedings of the Database and Expert Systems Applications, 2022

Multi Graph Neural Network for Extractive Long Document Summarization.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Learning to Map the GDPR to Logic Representation on DAPRECO-KB.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

A Legal Information Retrieval System for Statute Law.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

Exploring Retriever-Reader Approaches in Question-Answering on Scientific Documents.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021
Multi visual and textual embedding on visual question answering for blind people.
Neurocomputing, 2021

Variational model for low-resource natural language generation in spoken dialogue systems.
Comput. Speech Lang., 2021

HYDRA - Hyper Dependency Representation Attentions.
CoRR, 2021

JNLP Team: Deep Learning Approaches for Legal Processing Tasks in COLIEE 2021.
CoRR, 2021

ParaLaw Nets - Cross-lingual Sentence-level Pretraining for Legal Text Processing.
CoRR, 2021

Sublanguage: A Serious Issue Affects Pretrained Models in Legal Domain.
CoRR, 2021

SCNN: Swarm Characteristic Neural Network.
CoRR, 2021

Apply Bert-based models and Domain knowledge for Automated Legal Question Answering tasks at ALQAC 2021.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

Evaluate and Visualize Legal Embeddings for Explanation Purpose.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

A Summary of the ALQAC 2021 Competition.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

How Curriculum Learning Performs on AMR Parsing.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

Few-Shot Tuning Framework for Automated Terms of Service Generation.
Proceedings of the Legal Knowledge and Information Systems, 2021

Investigating the Effects of Pre-trained BERT to Improve Sparse Data Recommender Systems.
Proceedings of the New Frontiers in Artificial Intelligence, 2021

A Novel Pipeline to Enhance Question-Answering Model by Identifying Relevant Information.
Proceedings of the New Frontiers in Artificial Intelligence, 2021

Enrichment of Features for Malware-Related Sentence Classification using External Knowledge.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

KGWE: A Knowledge-guided Word Embedding Fine-tuning Model.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Vision And Text Transformer For Predicting Answerability On Visual Question Answering.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

ReLink: Open Information Extraction by Linking Phrases and Its Applications.
Proceedings of the Distributed Computing and Internet Technology, 2021

Construct-Extract: An Effective Model for Building Bilingual Corpus to Improve English-Myanmar Machine Translation.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

CovRelex: A COVID-19 Retrieval System with Relation Extraction.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

2020
ILWAANet: An Interactive Lexicon-Aware Word-Aspect Attention Network for aspect-level sentiment classification on social networking.
Expert Syst. Appl., 2020

Improving Multilingual Neural Machine Translation For Low-Resource Languages: French-, English- Vietnamese.
CoRR, 2020

JNLP Team: Deep Learning for Legal Processing in COLIEE 2020.
CoRR, 2020

Encoded summarization: summarizing documents into continuous vector space for legal case retrieval.
Artif. Intell. Law, 2020

Latent Topic Refinement based on Distance Metric Learning and Semantics-assisted Non-negative Matrix Factorization.
Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020

How State-Of-The-Art Models Can Deal With Long-Form Question Answering.
Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020

Keyphrase generation for Vietnamese administrative documents: a collaborative approach.
Proceedings of the 12th International Conference on Knowledge and Systems Engineering, 2020

Integrating Transformer into Global and Residual Image Feature Extractor in Visual Question Answering for Blind People.
Proceedings of the 12th International Conference on Knowledge and Systems Engineering, 2020

Can Knowledge Enhance Reading Comprehension? An Integrated Approach with Semantic Lexicon.
Proceedings of the 12th International Conference on Knowledge and Systems Engineering, 2020

Document-Level Neural Machine Translation Using BERT as Context Encoder.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: Student Research Workshop, 2020

Progressive Training in Recurrent Neural Networks for Chord Progression Modeling.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Knowledge Injection to Neural Networks with Progressive Learning Strategy.
Proceedings of the Agents and Artificial Intelligence, 12th International Conference, 2020

Answering Legal Questions by Learning Neural Attentive Text Representation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Extracting Customer Reviews from Online Shopping and Its Perspective on Product Design.
Vietnam. J. Comput. Sci., 2019

Leveraging Additional Resources for Improving Statistical Machine Translation on Asian Low-Resource Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Extracting user requirements from online reviews for product design: A supportive framework for designers.
J. Intell. Fuzzy Syst., 2019

Sentence modeling via multiple word embeddings and multi-level comparison for semantic textual similarity.
Inf. Process. Manag., 2019

Web document summarization by exploiting social context with matrix co-factorization.
Inf. Process. Manag., 2019

Gating mechanism based Natural Language Generation for spoken dialogue systems.
Neurocomputing, 2019

An ensemble method with sentiment features and clustering support.
Neurocomputing, 2019

Opinions Summarization: Aspect Similarity Recognition Relaxes The Constraint of Predefined Aspects.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Deep Learning Approach for Vietnamese Consonant Misspell Correction.
Proceedings of the Computational Linguistics, 2019

Effective Approach to Joint Training of POS Tagging and Dependency Parsing Models.
Proceedings of the Computational Linguistics, 2019

A Study on Self-attention Mechanism for AMR-to-text Generation.
Proceedings of the Natural Language Processing and Information Systems, 2019

Learning to Transform Vietnamese Natural Language Queries into SQL Commands.
Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

An Approach of Rhetorical Status Recognition for Judgments in Court Documents using Deep Learning Models.
Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Marking Mechanism in Sequence-to-sequence Model for Mapping Language to Logical Form.
Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Sentence Selective Neural Extractive Summarization with Reinforcement Learning.
Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Legal Text Generation from Abstract Meaning Representation.
Proceedings of the Legal Knowledge and Information Systems, 2019

How Transformer Revitalizes Character-based Neural Machine Translation: An Investigation on Japanese-Vietnamese Translation Systems.
Proceedings of the 16th International Conference on Spoken Language Translation, 2019

Swarm Filter - A Simple Deep Learning Component Inspired by Swarm Concept.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Building Legal Case Retrieval Systems with Lexical Matching and Summarization using A Pre-Trained Phrase Scoring Model.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019

Overcoming the Rare Word Problem for low-resource language pairs in Neural Machine Translation.
Proceedings of the 6th Workshop on Asian Translation, 2019

2018
Exploiting User Posts for Web Document Summarization.
ACM Trans. Knowl. Discov. Data, 2018

DGCNN: A convolutional neural network over large-scale labeled graphs.
Neural Networks, 2018

Social context summarization using user-generated content and third-party sources.
Knowl. Based Syst., 2018

Multilingual opinion mining on YouTube - A convolutional N-gram BiLSTM word embedding.
Inf. Process. Manag., 2018

Automatically classifying source code using tree-based approaches.
Data Knowl. Eng., 2018

Preface KSE 2016.
Data Knowl. Eng., 2018

Automatic Catchphrase Extraction from Legal Case Documents via Scoring using Deep Neural Networks.
CoRR, 2018

Recurrent neural network-based models for recognizing requisite and effectuation parts in legal texts.
Artif. Intell. Law, 2018

An Entailment-based Scoring Method for Content Selection in Document Summarization.
Proceedings of the Ninth International Symposium on Information and Communication Technology, 2018

Combined Objective Function in Deep Learning Model for Abstractive Summarization.
Proceedings of the Ninth International Symposium on Information and Communication Technology, 2018

Effectiveness of Character Language Model for Vietnamese Named Entity Recognition.
Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation, 2018

TSix: A Human-involved-creation Dataset for Tweet Summarization.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Regularizing Forward and Backward Decoding to Improve Neural Machine Translation.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

Encoding Local Contexts of Sentences with Convolutions on pq-Gram Representations of Dependency Trees.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

A Deep Learning Study of Aspect Similarity Recognition.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

Comparison of Three Deep Learning-based Approaches for IoT Malware Detection.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

Effective Attention Networks for Aspect-level Sentiment Classification.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

Combining Advanced Methods in Japanese-Vietnamese Neural Machine Translation.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

A study on integrating distinct classifiers with bidirectional LSTM for Slot Filling task.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

An Empirical Evaluation of AMR Parsing for Legal Documents.
Proceedings of the New Frontiers in Artificial Intelligence, 2018

Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Towards Social Context Summarization with Convolutional Neural Networks.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

2017
Exploiting User-Generated Content to Enrich Web Document Summarization.
Int. J. Artif. Intell. Tools, 2017

Intra-relation or inter-relation?: Exploiting social information for Web document summarization.
Expert Syst. Appl., 2017

ConvAMR: Abstract meaning representation parsing for legal document.
CoRR, 2017

Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation.
CoRR, 2017

Legal Question Answering using Ranking SVM and Deep Convolutional Neural Network.
CoRR, 2017

Feature weighting and SVM parameters optimization based on genetic algorithms for classification problems.
Appl. Intell., 2017

The JAIST Machine Translation Systems for WMT 17.
Proceedings of the Second Conference on Machine Translation, 2017

Utilizing User Posts to Enrich Web Document Summarization with Matrix Co-factorization.
Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Enhancing Pivot Translation Using Grammatical and Morphological Information.
Proceedings of the Computational Linguistics, 2017

Semantic Refinement GRU-Based Neural Language Generation for Spoken Dialogue Systems.
Proceedings of the Computational Linguistics, 2017

Nested Named Entity Recognition Using Multilayer Recurrent Neural Networks.
Proceedings of the Computational Linguistics, 2017

A Deep Neural Architecture for Sentence-Level Sentiment Classification in Twitter Social Networking.
Proceedings of the Computational Linguistics, 2017

Deletion-Based Sentence Compression Using Bi-enc-dec LSTM.
Proceedings of the Computational Linguistics, 2017

Investigating Phrase-Based and Neural-Based Machine Translation on Low-Resource Settings.
Proceedings of the 31st Pacific Asia Conference on Language, Information and Computation, 2017

Summarizing Web Documents Using Sequence Labeling with User-Generated Content and Third-Party Sources.
Proceedings of the Natural Language Processing and Information Systems, 2017

A Multilingual Parallel Corpus for Improving Machine Translation on Southeast Asian Languages.
Proceedings of Machine Translation Summit XVI, Volume 1: Research Track, 2017

Multi-channel LSTM-CNN model for Vietnamese sentiment analysis.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

Enhanced semantic refinement gate for RNN-based neural language generator.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

WikTDV: Data extraction and vector representation resource for Wiktionary senses.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

SibStCNN and TBCNN + kNN-TED: New Models over Tree Structures for Source Code Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Convolutional Neural Networks over Control Flow Graphs for Software Defect Prediction.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Recognizing entailments in legal texts using sentence encoding-based and decomposable attention models.
Proceedings of the COLIEE 2017. 4th Competition on Legal Information Extraction and Entailment, 2017

Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities.
Proceedings of the COLIEE 2017. 4th Competition on Legal Information Extraction and Entailment, 2017

Towards Developing Dialogue Systems with Entertaining Conversations.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Efficient Neural-based patent document segmentation with Term Order Probabilities.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

Building Lexical Vector Representations from Concept Definitions.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

An Analysis of Majority Voting in Homogeneous Groups for Checkers: Understanding Group Performance Through Unbalance.
Proceedings of the Advances in Computer Games - 15th International Conferences, 2017

2016
Using Soft Set Theory for Mining Maximal Association Rules in Text Data.
J. Univers. Comput. Sci., 2016

Learning to Rank Questions for Community Question Answering with Ranking SVM.
CoRR, 2016

Text analytics in industry: Challenges, desiderata and trends.
Comput. Ind., 2016

Editorial: Special issue on natural language processing and text analytics in industry.
Comput. Ind., 2016

A reordering model for Vietnamese-English statistical machine translation using dependency information.
Proceedings of the 2016 IEEE RIVF International Conference on Computing & Communication Technologies, 2016

Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity.
Proceedings of the 30th Pacific Asia Conference on Language, Information and Computation, 2016

Recognizing logical parts in legal texts using neural architectures.
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016

Exploiting tree structures for classifying programs by functionalities.
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016

Reranking CCG parser for Jazz chord sequences.
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016

Preface KSE 2016.
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016

Deep learning and sub-tree mining for document level sentiment classification.
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016

Linguistic Features and Learning to Rank Methods for Shopping Advice.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2016

Phrase-Based Compressive Summarization for English-Vietnamese.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2016

Applying Semantic Similarity to Phrase Pivot Translation.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Learning to Summarize Web Documents Using Social Information.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

SoRTESum: A Social Context Framework for Single-Document Summarization.
Proceedings of the Advances in Information Retrieval, 2016

SoLSCSum: A Linked Sentence-Comment Dataset for Social Context Summarization.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

A Classifier-Based Preordering Approach for English-Vietnamese Statistical Machine Translation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

Unsupervised Keyphrase Extraction: Introducing New Kinds of Words to Keyphrases.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

VSoLSCSum: Building a Vietnamese Sentence-Comment Dataset for Social Context Summarization.
Proceedings of the 12th Workshop on Asian Language Resources, 2016

2015
Extracting indices from Japanese legal documents.
Artif. Intell. Law, 2015

Recognizing logical parts in Vietnamese legal texts using Conditional Random Fields.
Proceedings of the 2015 IEEE RIVF International Conference on Computing & Communication Technologies, 2015

Semantic Parsing for Vietnamese Question Answering System.
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

Recognizing Textual Entailment in Vietnamese Text: An Experimental Study.
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

L2S: Transforming Natural Language Questions into SQL Queries.
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

Generalizing Hierarchical Structure of Indices for Japanese Legal Documents.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Lexical-Morphological Modeling for Legal Text Analysis.
Proceedings of the New Frontiers in Artificial Intelligence, 2015

The JAIST-UET-MITI machine translation systems for IWSLT 2015.
Proceedings of the 12th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2015, 2015

Semi-supervised Learning for Vietnamese Named Entity Recognition using Online Conditional Random Fields.
Proceedings of the Fifth Named Entity Workshop, 2015

2014
Exploiting discourse information to identify paraphrases.
Expert Syst. Appl., 2014

A semi supervised learning model for mapping sentences to logical forms with ambiguous supervision.
Data Knowl. Eng., 2014

Automated reference resolution in legal texts.
Artif. Intell. Law, 2014

From Treebank Conversion to Automatic Dependency Parsing for Vietnamese.
Proceedings of the Natural Language Processing and Information Systems, 2014

Question Analysis for a Community-Based Vietnamese Question Answering System.
Proceedings of the Knowledge and Systems Engineering, 2014

A Community-Based Vietnamese Question Answering System.
Proceedings of the Knowledge and Systems Engineering, 2014

2013
A Two-Phase Framework for Learning Logical Structures of Paragraphs in Legal Articles.
ACM Trans. Asian Lang. Inf. Process., 2013

JAIST Participation at NTCIR-10 RITE-2.
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

EDU-Based Similarity for Paraphrase Identification.
Proceedings of the Natural Language Processing and Information Systems, 2013

Reference Resolution in Japanese Legal Texts at Passage Levels.
Proceedings of the Knowledge and Systems Engineering, 2013

Legal Engineering and Its Natural Language Processing.
Proceedings of the Knowledge and Systems Engineering, 2013

Dual Decomposition for Vietnamese Part-of-Speech Tagging.
Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Unsupervised Keyword Extraction for Japanese Legal Documents.
Proceedings of the Legal Knowledge and Information Systems, 2013

Answering Legal Questions by Mining Reference Information.
Proceedings of the New Frontiers in Artificial Intelligence, 2013

Using Shallow Semantic Parsing and Relation Extraction for Finding Contradiction in Text.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Bootstrapping Phrase-based Statistical Machine Translation via WSD Integration.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Reference resolution in legal texts.
Proceedings of the International Conference on Artificial Intelligence and Law, 2013

2012
Learning to Recognize Textual Entailment in Japanese Texts with the Utilization of Machine Translation.
ACM Trans. Asian Lang. Inf. Process., 2012

A learning-to-rank method for information updating task.
Appl. Intell., 2012

Shallow Syntactic Preprocessing for Statistical Machine Translation.
Proceedings of the Advances in Natural Language Processing, 2012

OOV Term Translation, Context Information and Definition Extraction Based on OOV Term Type Prediction.
Proceedings of the Advances in Natural Language Processing, 2012

A Study on Hierarchical Table of Indexes for Multi-documents.
Proceedings of the Advances in Natural Language Processing, 2012

UDRST: A Novel System for Unlabeled Discourse Parsing in the RST Framework.
Proceedings of the Advances in Natural Language Processing, 2012

A Reranking Model for Discourse Segmentation using Subtree Features.
Proceedings of the SIGDIAL 2012 Conference, 2012

Using Machine Translation for Recognizing Textual Entailment in Vietnamese Language.
Proceedings of the 2012 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), Ho Chi Minh City, Vietnam, February 27, 2012

A Semi Supervised Learning Model for Mapping Sentences to Logical form with Ambiguous Supervision.
Proceedings of the Natural Language Processing and Information Systems, 2012

Sentence Splitting for Vietnamese-English Machine Translation.
Proceedings of the Fourth International Conference on Knowledge and Systems Engineering, 2012

Divide and Translate Legal Text Sentence by Using Its Logical Structure.
Proceedings of the Seventh International Conference on Knowledge, 2012

Linguistic Features for Subjectivity Classification.
Proceedings of the 2012 International Conference on Asian Language Processing, 2012

Named Entity Recognition for Vietnamese Documents Using Semi-supervised Learning Method of CRFs with Generalized Expectation Criteria.
Proceedings of the 2012 International Conference on Asian Language Processing, 2012

An Empirical Study of Recognizing Textual Entailment in Japanese Text.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

2011
A Hidden Topic-Based Framework toward Building Applications with Short Web Documents.
IEEE Trans. Knowl. Data Eng., 2011

RRE Task: The Task of Recognition of Requisite Part and Effectuation Part in Law Sentences.
Int. J. Comput. Process. Orient. Lang., 2011

Learning to Generate a Table-of-Contents with Supportive Knowledge.
IEICE Trans. Inf. Syst., 2011

A Listwise Approach to Coreference Resolution in Multiple Languages.
Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation, 2011

A Machine Learning based Textual Entailment Recognition System of JAIST Team for NTCIR9 RITE.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Improving Subtree-Based Question Classification Classifiers with Word-Cluster Models.
Proceedings of the Natural Language Processing and Information Systems, 2011

Learning Logical Structures of Paragraphs in Legal Articles.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Using Rich Linguistic and Contextual Information for Tree-Based Statistical Machine Translation.
Proceedings of the International Conference on Asian Language Processing, 2011

Supervised and Semi-Supervised Sequence Learning for Recognition of Requisite Part and Effectuation Part in Law Sentences.
Proceedings of the Finite-State Methods and Natural Language Processing, 2011

Improving Text Segmentation with Non-systematic Semantic Relation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

2010
Treatment of Legal Sentences Including Itemization Written in Japanese, English and Vietnamese - Towards Translation into Logical Forms -.
Inf. Media Technol., 2010

Update Legal Documents Using Hierarchical Ranking Models and Word Clustering.
Proceedings of the Legal Knowledge and Information Systems, 2010

2009
Clause Splitting with Conditional Random Fields.
Inf. Media Technol., 2009

A Semi-supervised Approach for Generating a Table-of-Contents.
Proceedings of the Recent Advances in Natural Language Processing, 2009

Improving a Lexicalized Hierarchical Reordering Model Using Maximum Entropy.
Proceedings of Machine Translation Summit XII: Papers, 2009

An Empirical Study of Vietnamese Noun Phrase Chunking with Discriminative Sequence Models.
Proceedings of the 7th Workshop on Asian Language Resources, 2009

2008
Using Semi-supervised Learning for Question Classification.
Inf. Media Technol., 2008

Semi-supervised learning integrated with classifier combination for word sense disambiguation.
Comput. Speech Lang., 2008

Learning to classify short and sparse text & web with hidden topics from large-scale data collections.
Proceedings of the 17th International Conference on World Wide Web, 2008

A Reordering Model for Phrase-Based Machine Translation.
Proceedings of the Advances in Natural Language Processing, 2008

Reordering pPhrase-based machine translation over chunks.
Proceedings of the 2008 IEEE International Conference on Research, 2008

Online Structured Learning for Semantic Parsing with Synchronous and lambda-Synchronous Context Free Grammars.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

A Tree-to-String Phrase-based Model for Statistical Machine Translation.
Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008

2007
A Syntactic Transformation Model for Statistical Machine Translation.
Int. J. Comput. Process. Orient. Lang., 2007

A New Sentence Reduction Technique Based on a Decision Tree Model.
Int. J. Artif. Intell. Tools, 2007

High-Performance Training of Conditional Random Fields for Large-Scale Applications of Labeling Sequence Data.
IEICE Trans. Inf. Syst., 2007

Improving the Accuracy of Question Classification with Machine Learning.
Proceedings of the 2007 IEEE International Conference on Research, 2007

Subtree Mining for Question Classification Problem.
Proceedings of the IJCAI 2007, 2007

A Multilingual Dependency Analysis System Using Online Passive-Aggressive Learning.
Proceedings of the EMNLP-CoNLL 2007, 2007

2006
Improving discriminative sequential learning by discovering important association of statistics.
ACM Trans. Asian Lang. Inf. Process., 2006

Personal Name Resolution Crossover Documents by a Semantics-Based Approach.
IEICE Trans. Inf. Syst., 2006

Applying RST Relations to Semantic Search.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Vietnamese Word Segmentation with CRFs and SVMs: An Investigation.
Proceedings of the 20st Pacific Asia Conference on Language, Information and Computation, 2006

Using Semi-supervised Learning for Question Classification.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

Investigating Problems of Semi-supervised Learning for Word Sense Disambiguation.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

Semantic Parsing with Structured SVM Ensemble Classification Models.
Proceedings of the ACL 2006, 2006

2005
Accuracy Enhancement for the Decomposition of Human-Written Summary.
Int. J. Comput. Process. Orient. Lang., 2005

A Probabilistic Sentence Reduction Using Maximum Entropy Model.
IEICE Trans. Inf. Syst., 2005

A Structured SVM Semantic Parser Augmented by Semantic Tagging with Conditional Random Field.
Proceedings of the 19st Pacific Asia Conference on Language, Information and Computation, 2005

Improving discriminative sequential learning with rare--but--important associations.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Classification with Maximum Entropy Modeling of Predictive Association Rules.
Proceedings of the Machine Learning: ECML 2005, 2005

A Maximum Entropy Model for Transforming Sentences to Logical Form.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004
Example-based sentence reduction using the hidden markov model.
ACM Trans. Asian Lang. Inf. Process., 2004

Probabilistic Sentence Reduction Using Support Vector Machines.
Proceedings of the COLING 2004, 2004

2003
Translation Template Learning Based on Hidden Markov Modeling.
Proceedings of the 17th Pacific Asia Conference on Language, Information and Computation, 2003

A New Sentence Reduction based on Decision Tree Model.
Proceedings of the 17th Pacific Asia Conference on Language, Information and Computation, 2003

A sentence reduction using syntax control.
Proceedings of the Sixth International Workshop on Information Retrieval with Asian Languages, 2003


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