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2020 – today

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2024
[j7]
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Ha-Thanh Nguyen, Manh-Kien Phi, Xuan-Bach Ngo, Vu D. Tran, Le-Minh Nguyen, Minh-Phuong Tu:
Attentive deep neural networks for legal document retrieval. Artif. Intell. Law 32(1): 57-86 (2024)
[j6]
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Thi-Hai-Yen Vuong, Hai-Long Nguyen, Tan-Minh Nguyen, Hoang-Trung Nguyen, Thai-Binh Nguyen, Ha-Thanh Nguyen:
NOWJ at COLIEE 2023: Multi-task and Ensemble Approaches in Legal Information Processing. Rev. Socionetwork Strateg. 18(1): 145-165 (2024)
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May Myo Zin, Ha-Thanh Nguyen, Ken Satoh, Fumihito Nishino:
Addressing Annotated Data Scarcity in Legal Information Extraction. JSAI-isAI 2024: 77-92
[c35]
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Tan-Minh Nguyen, Hai-Long Nguyen, Dieu-Quynh Nguyen, Hoang-Trung Nguyen, Thi-Hai-Yen Vuong, Ha-Thanh Nguyen:
NOWJ@COLIEE 2024: Leveraging Advanced Deep Learning Techniques for Efficient and Effective Legal Information Processing. JSAI-isAI 2024: 183-199
[i33]
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  - journals/corr/abs-2403-01185
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Ha-Thanh Nguyen, Ken Satoh:
Balancing Exploration and Exploitation in LLM using Soft RLLF for Enhanced Negation Understanding. CoRR abs/2403.01185 (2024)
[i32]
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Vu Tran, Ha-Thanh Nguyen, Trung Vo, Son T. Luu, Hoang-Anh Dang, Ngoc-Cam Le, Thi-Thuy Le, Minh-Tien Nguyen, Truong-Son Nguyen, Le-Minh Nguyen:
VLSP 2023 - LTER: A Summary of the Challenge on Legal Textual Entailment Recognition. CoRR abs/2403.03435 (2024)
[i31]
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  - journals/corr/abs-2403-18093
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Hai-Long Nguyen, Duc-Minh Nguyen, Tan-Minh Nguyen, Ha-Thanh Nguyen, Thi-Hai-Yen Vuong, Ken Satoh:
Enhancing Legal Document Retrieval: A Multi-Phase Approach with Large Language Models. CoRR abs/2403.18093 (2024)
[i30]
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  - journals/corr/abs-2403-18098
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Ha-Thanh Nguyen, Hiroaki Yamada, Ken Satoh:
GPTs and Language Barrier: A Cross-Lingual Legal QA Examination. CoRR abs/2403.18098 (2024)
[i29]
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  - journals/corr/abs-2405-00418
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Hong-Nhung Nguyen, Ha-Thanh Nguyen, Damien Lescos:
Detection of ransomware attacks using federated learning based on the CNN model. CoRR abs/2405.00418 (2024)
2023
[j5]
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Thi-Hai-Yen Vuong, Quan Minh Bui, Ha-Thanh Nguyen, Thi-Thu-Trang Nguyen, Vu D. Tran, Xuan-Hieu Phan, Ken Satoh, Nguyen Minh Le:
SM-BERT-CR: a deep learning approach for case law retrieval with supporting model. Artif. Intell. Law 31(3): 601-628 (2023)
[c34]
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Ha-Thanh Nguyen, Vu Tran, Minh-Phuong Nguyen, Le-Minh Nguyen, Ken Satoh:
How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation. ICAART (3) 2023: 586-591
[c33]
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May Myo Zin, Ha-Thanh Nguyen, Ken Satoh, Saku Sugawara, Fumihito Nishino:
Improving Translation of Case Descriptions into Logical Fact Formulas using LegalCaseNER. ICAIL 2023: 462-466
[c32]
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Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh:
How well do SOTA legal reasoning models support abductive reasoning? ICLP Workshops 2023
[c31]
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Ha-Thanh Nguyen, Francesca Toni, Kostas Stathis, Ken Satoh:
Beyond Logic Programming for Legal Reasoning. ICLP Workshops 2023
[c30]
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Thi-Hai-Yen Vuong, Ha-Thanh Nguyen, Quang-Huy Nguyen, Le-Minh Nguyen, Xuan-Hieu Phan:
Improving Vietnamese Legal Question-Answering System Based on Automatic Data Enrichment. JSAI-isAI Workshops 2023: 49-65
[c29]
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May Myo Zin, Ha-Thanh Nguyen, Ken Satoh, Saku Sugawara, Fumihito Nishino:
Information Extraction from Lengthy Legal Contracts: Leveraging Query-Based Summarization and GPT-3.5. JURIX 2023: 177-186
[c28]
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Ha-Thanh Nguyen, Wachara Fungwacharakorn, Ken Satoh:
LogiLaw Dataset Towards Reinforcement Learning from Logical Feedback (RLLF). JURIX 2023: 217-226
[c27]
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Chau Nguyen, Son T. Luu, Thanh Tran, An Trieu, Anh Dang, Dat Nguyen, Hiep Nguyen, Tin Pham, Trang Pham, Thien-Trung Vo, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Ngoc-Cam Le, Thi-Thuy Le, Quan Bui, Phuong Nguyen, Ha-Thanh Nguyen, Vu D. Tran, Le-Minh Nguyen:
A Summary of the ALQAC 2023 Competition. KSE 2023: 1-6
[c26]
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Hai-Long Nguyen, Dieu-Quynh Nguyen, Hoang-Trung Nguyen, Thu-Trang Pham, Huu-Dong Nguyen, Thach-Anh Nguyen, Thi-Hai-Yen Vuong, Ha-Thanh Nguyen:
NeCo@ALQAC 2023: Legal Domain Knowledge Acquisition for Low-Resource Languages through Data Enrichment. KSE 2023: 1-6
[c25]
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Thi-Hai-Yen Vuong, Minh-Quan Hoang, Tan-Minh Nguyen, Hoang-Trung Nguyen, Ha-Thanh Nguyen:
Constructing a Knowledge Graph for Vietnamese Legal Cases with Heterogeneous Graphs. KSE 2023: 1-6
[i28]
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  - journals/corr/abs-2302-05729
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Ha-Thanh Nguyen:
A Brief Report on LawGPT 1.0: A Virtual Legal Assistant Based on GPT-3. CoRR abs/2302.05729 (2023)
[i27]
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  - journals/corr/abs-2304-05205
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Tan-Minh Nguyen, Thai-Binh Nguyen, Hoang-Trung Nguyen, Hai-Long Nguyen, Tam Doan Thanh, Ha-Thanh Nguyen, Thi-Hai-Yen Vuong:
LBMT team at VLSP2022-Abmusu: Hybrid method with text correlation and generative models for Vietnamese multi-document summarization. CoRR abs/2304.05205 (2023)
[i26]
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  - journals/corr/abs-2304-06912
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Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh:
How well do SOTA legal reasoning models support abductive reasoning? CoRR abs/2304.06912 (2023)
[i25]
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  - journals/corr/abs-2306-04841
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Thi-Hai-Yen Vuong, Ha-Thanh Nguyen, Quang-Huy Nguyen, Le-Minh Nguyen, Xuan-Hieu Phan:
Improving Vietnamese Legal Question-Answering System based on Automatic Data Enrichment. CoRR abs/2306.04841 (2023)
[i24]
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  - journals/corr/abs-2306-04903
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Thi-Hai-Yen Vuong, Hai-Long Nguyen, Tan-Minh Nguyen, Hoang-Trung Nguyen, Thai-Binh Nguyen, Ha-Thanh Nguyen:
NOWJ at COLIEE 2023 - Multi-Task and Ensemble Approaches in Legal Information Processing. CoRR abs/2306.04903 (2023)
[i23]
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  - journals/corr/abs-2306-16632
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Ha-Thanh Nguyen, Francesca Toni, Kostas Stathis, Ken Satoh:
Beyond Logic Programming for Legal Reasoning. CoRR abs/2306.16632 (2023)
[i22]
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  - journals/corr/abs-2306-16638
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Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh:
A negation detection assessment of GPTs: analysis with the xNot360 dataset. CoRR abs/2306.16638 (2023)
[i21]
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  - journals/corr/abs-2309-05500
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Hai-Long Nguyen, Dieu-Quynh Nguyen, Hoang-Trung Nguyen, Thu-Trang Pham, Huu-Dong Nguyen, Thach-Anh Nguyen, Thi-Hai-Yen Vuong, Ha-Thanh Nguyen:
NeCo@ALQAC 2023: Legal Domain Knowledge Acquisition for Low-Resource Languages through Data Enrichment. CoRR abs/2309.05500 (2023)
[i20]
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Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh:
Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task. CoRR abs/2309.05501 (2023)
[i19]
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  - journals/corr/abs-2309-09069
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Thi-Hai-Yen Vuong, Minh-Quan Hoang, Tan-Minh Nguyen, Hoang-Trung Nguyen, Ha-Thanh Nguyen:
Constructing a Knowledge Graph for Vietnamese Legal Cases with Heterogeneous Graphs. CoRR abs/2309.09069 (2023)
[i18]
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  - journals/corr/abs-2309-09070
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Tan-Minh Nguyen, Xuan-Hoa Nguyen, Ngoc-Duy Mai, Minh-Quan Hoang, Van-Huan Nguyen, Hoang-Viet Nguyen, Ha-Thanh Nguyen, Thi-Hai-Yen Vuong:
NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models. CoRR abs/2309.09070 (2023)
[i17]
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Hai-Long Nguyen, Thi-Kieu-Trang Pham, Thai-Son Le, Tan-Minh Nguyen, Thi-Hai-Yen Vuong, Ha-Thanh Nguyen:
RMDM: A Multilabel Fakenews Dataset for Vietnamese Evidence Verification. CoRR abs/2309.09071 (2023)
[i16]
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  - journals/corr/abs-2311-13095
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Ha-Thanh Nguyen, Wachara Fungwacharakorn, Ken Satoh:
Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications. CoRR abs/2311.13095 (2023)
[i15]
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Minh Duong, Long Nguyen, Yen Vuong, Trong Le, Ha-Thanh Nguyen:
A Deep Learning-Based System for Automatic Case Summarization. CoRR abs/2312.07824 (2023)
2022
[j4]
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Tobias Leidemer, Orou Berme Herve Gonroudobou, Ha-Thanh Nguyen, Chiara Ferracini, Benjamin Burkhard, Yago Diez, Maximo Larry Lopez Caceres:
Classifying the Degree of Bark Beetle-Induced Damage on Fir (Abies mariesii) Forests, from UAV-Acquired RGB Images. Comput. 10(4): 63 (2022)
[j3]
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Ha-Thanh Nguyen, Minh Phuong Nguyen, Thi-Hai-Yen Vuong, Minh-Quan Bui, Minh-Chau Nguyen, Tran Binh Dang, Vu D. Tran, Le-Minh Nguyen, Ken Satoh:
Transformer-Based Approaches for Legal Text Processing. Rev. Socionetwork Strateg. 16(1): 135-155 (2022)
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Minh-Phuong Nguyen, Thi-Thu-Trang Nguyen, Vu D. Tran, Ha-Thanh Nguyen, Le-Minh Nguyen, Ken Satoh:
Learning to Map the GDPR to Logic Representation on DAPRECO-KB. ACIIDS (1) 2022: 442-454
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Ha-Thanh Nguyen, Le Minh Nguyen:
Logical Structure-based Pretrained Models for Legal Text Processing. ICAART (3) 2022: 524-531
[c22]
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Ha-Thanh Nguyen, Le-Minh Nguyen, Ken Satoh:
A Survey of Pretrained Embeddings for Japanese Legal Representation. IEA/AIE 2022: 363-369
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Ha-Thanh Nguyen, Wachara Fungwacharakorn, Fumihito Nishino, Ken Satoh:
A Multi-Step Approach in Translating Natural Language into Logical Formula. JURIX 2022: 103-112
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Ha-Thanh Nguyen, Fumihito Nishino, Megumi Fujita, Ken Satoh:
An Interactive Natural Language Interface for PROLEG. JURIX 2022: 294-297
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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, 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:
ALQAC 2022: A Summary of the Competition. KSE 2022: 1-5
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Hai-Long Nguyen, Thai-Binh Nguyen, Tan-Minh Nguyen, Ha-Thanh Nguyen, Hai-Yen Thi Vuong:
VLH team at ALQAC 2022: Retrieving legal document and extracting answer with BERT-based model. KSE 2022: 1-6
[i14]
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Ha-Thanh Nguyen, Minh Phuong Nguyen, Thi-Hai-Yen Vuong, Minh-Quan Bui, Chau Minh Nguyen, Tran Binh Dang, Vu Tran, Minh Le Nguyen, Ken Satoh:
Transformer-based Approaches for Legal Text Processing. CoRR abs/2202.06397 (2022)
[i13]
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Ha-Thanh Nguyen:
Toward Improving Attentive Neural Networks in Legal Text Processing. CoRR abs/2203.08244 (2022)
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Ha-Thanh Nguyen, Minh-Quan Bui, Chau Nguyen, Tung Le, Nguyen Minh Phuong, Tran Binh Dang, Vuong Thi Hai Yen, Teeradaj Racharak, Nguyen Le Minh, Duc-Vu Tran, Phan Viet Anh, Nguyen Truong Son, Huy Tien Nguyen, Bhumindr Butr-indr, Peerapon Vateekul, Prachya Boonkwan:
A Summary of the ALQAC 2021 Competition. CoRR abs/2204.10717 (2022)
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Nhat-Minh Pham, Ha-Thanh Nguyen, Trong-Hop Do:
Multi-stage Information Retrieval for Vietnamese Legal Texts. CoRR abs/2209.14494 (2022)
[i10]
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Ha-Thanh Nguyen:
Secrecy-Verifiability Paradox in Smart Contracts. CoRR abs/2212.01595 (2022)
[i9]
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Ha-Thanh Nguyen, Vu D. Tran, Ngoc-Cam Le, Thi-Thuy Le, Quang-Huy Nguyen, Le-Minh Nguyen, Ken Satoh:
Law to Binary Tree - An Formal Interpretation of Legal Natural Language. CoRR abs/2212.08335 (2022)
[i8]
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Ha-Thanh Nguyen, Manh-Kien Phi, Ngo Xuan Bach, Vu Tran, Le-Minh Nguyen, Tu Minh Phuong:
Attentive Deep Neural Networks for Legal Document Retrieval. CoRR abs/2212.13899 (2022)
2021
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Ha-Thanh Nguyen, Maximo Larry Lopez Caceres, Koma Moritake, Sarah Kentsch, Hase Shu, Yago Diez:
Individual Sick Fir Tree (Abies mariesii) Identification in Insect Infested Forests by Means of UAV Images and Deep Learning. Remote. Sens. 13(2): 260 (2021)
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Ha-Thanh Nguyen, Maximo Larry Lopez Caceres, Koma Moritake, Sarah Kentsch, Hase Shu, Yago Diez:
Correction: Nguyen et al. Individual Sick Fir Tree (Abies mariesii) Identification in Insect Infested Forests by Means of UAV Images and Deep Learning. Remote Sens. 2021, 13, 260. Remote. Sens. 13(11): 2100 (2021)
[c17]
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Ha-Thanh Nguyen, Kiyoaki Shirai, Le Minh Nguyen:
Few-Shot Tuning Framework for Automated Terms of Service Generation. JURIX 2021: 113-118
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Minh-Quan Bui, Vu D. Tran, Ha-Thanh Nguyen, Tran Binh Dang, Le-Minh Nguyen:
How Curriculum Learning Performs on AMR Parsing. KSE 2021: 1-6
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Ha-Thanh Nguyen, Minh-Quan Bui, Chau Nguyen, Tung Le, Minh Phuong Nguyen, Tran Binh Dang, Vuong Thi Hai Yen, Teeradaj Racharak, Nguyen Le Minh, Duc-Vu Tran, Phan Viet Anh, Nguyen Truong Son, Huy Tien Nguyen, Bhumindr Butr-indr, Peerapon Vateekul, Prachya Boonkwan:
A Summary of the ALQAC 2021 Competition. KSE 2021: 1-5
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Ha-Thanh Nguyen, Tran Binh Dang, Minh-Quan Bui, Nguyen Le Minh:
Evaluate and Visualize Legal Embeddings for Explanation Purpose. KSE 2021: 1-6
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Dinh-Truong Do, Ha-Thanh Nguyen, Thang Ngoc Bui, Hieu Dinh Vo:
VSEC: Transformer-Based Model for Vietnamese Spelling Correction. PRICAI (2) 2021: 259-272
[i7]
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Ha-Thanh Nguyen, Le-Minh Nguyen:
SCNN: Swarm Characteristic Neural Network. CoRR abs/2103.15550 (2021)
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Ha-Thanh Nguyen, Le-Minh Nguyen:
Sublanguage: A Serious Issue Affects Pretrained Models in Legal Domain. CoRR abs/2104.07782 (2021)
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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:
ParaLaw Nets - Cross-lingual Sentence-level Pretraining for Legal Text Processing. CoRR abs/2106.13403 (2021)
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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:
JNLP Team: Deep Learning Approaches for Legal Processing Tasks in COLIEE 2021. CoRR abs/2106.13405 (2021)
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  - journals/corr/abs-2109-05349
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Ha-Thanh Nguyen, Vu Tran, Tran Binh Dang, Minh-Quan Bui, Minh Phuong Nguyen, Le-Minh Nguyen:
HYDRA - Hyper Dependency Representation Attentions. CoRR abs/2109.05349 (2021)
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Dinh-Truong Do, Ha-Thanh Nguyen, Thang Ngoc Bui, Hieu Dinh Vo:
VSEC: Transformer-based Model for Vietnamese Spelling Correction. CoRR abs/2111.00640 (2021)
2020
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Manh-Kien Phi, Ha-Thanh Nguyen, Ngo Xuan Bach, Vu D. Tran, Minh Le Nguyen, Tu Minh Phuong:
Answering Legal Questions by Learning Neural Attentive Text Representation. COLING 2020: 988-998
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Trung-Kien Vu, Teeradaj Racharak, Satoshi Tojo, Ha-Thanh Nguyen, Le Minh Nguyen:
Progressive Training in Recurrent Neural Networks for Chord Progression Modeling. ICAART (2) 2020: 89-98
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Ha-Thanh Nguyen, Trung-Kien Vu, Teeradaj Racharak, Le Minh Nguyen, Satoshi Tojo:
Knowledge Injection to Neural Networks with Progressive Learning Strategy. ICAART (Revised Selected Papers) 2020: 280-290
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Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Koma Moritake, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure:
A Preliminary Study on Tree-Top Detection and Deep Learning Classification Using Drone Image Mosaics of Japanese Mixed Forests. ICPRAM (Revised Selected Papers) 2020: 64-86
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Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure:
Comparison of Algorithms for Tree-top Detection in Drone Image Mosaics of Japanese Mixed Forests. ICPRAM 2020: 75-87
[c7]
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Tran Binh Dang, Ha-Thanh Nguyen, Le-Minh Nguyen:
Latent Topic Refinement based on Distance Metric Learning and Semantics-assisted Non-negative Matrix Factorization. PACLIC 2020: 70-75
[c6]
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Minh-Quan Bui, Vu Tran, Ha-Thanh Nguyen, Le-Minh Nguyen:
How State-Of-The-Art Models Can Deal With Long-Form Question Answering. PACLIC 2020: 375-382
[i1]
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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:
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020. CoRR abs/2011.08071 (2020)

2010 – 2019

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2019
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Ha-Thanh Nguyen, Le-Minh Nguyen:
Swarm Filter - A Simple Deep Learning Component Inspired by Swarm Concept. ICTAI 2019: 1541-1545
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Ha-Thanh Nguyen, Tran Binh Dang, Le Minh Nguyen:
Deep Learning Approach for Vietnamese Consonant Misspell Correction. PACLING 2019: 497-504
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Hidenari Kiyomitsu, Ha-Thanh Nguyen, Kazuhiro Ohtsuki, Dick Martinez Calderon, Shuai Shao, Kento Shigyo:
Question Authoring for Learning Programming Skills based on the Programmed Visual Content Comparison Method. TALE 2019: 1-6
2017
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Ha-Thanh Nguyen, Viet-Ha Nguyen, Viet-Anh Vu:
A knowledge representation for Vietnamese legal document system. KSE 2017: 30-35
2014
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Quang-Dung Vu, Ha-Thanh Nguyen, Danh-Viet Vu, Viet-Ha Nguyen, Nobuyasu Nakajima:
An Architecture for Web Services Mash-Up based on Mobile Agents. iiWAS 2014: 229-232

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