PEWeb: Product Extraction from the Web Based on Entropy Estimation. - Xuan Hieu Phan; Susumu Horiguchi; Tu Bao Ho (Web Intelligence, 2004)

A Maximum Entropy Model for Transforming Sentences to Logical Form. - Minh Le Nguyen 001; Akira Shimazu; Xuan Hieu Phan (Australian Conference on Artificial Intelligence, 2005)

Classification with Maximum Entropy Modeling of Predictive Association Rules. - Xuan Hieu Phan; Minh Le Nguyen 001; Susumu Horiguchi; Tu Bao Ho; Yasushi Inoguchi (ECML, 2005)

Improving discriminative sequential learning with rare–but–important associations. - Xuan Hieu Phan; Minh Le Nguyen 001; Tu Bao Ho; Susumu Horiguchi (KDD, 2005)

A Structured SVM Semantic Parser Augmented by Semantic Tagging with Conditional Random Field. - Minh Le Nguyen 001; Akira Shimazu; Xuan Hieu Phan (PACLIC, 2005)

Automated data extraction from the web with conditional models. - Xuan Hieu Phan; Susumu Horiguchi; Tu Bao Ho (Int. J. Bus. Intell. Data Min., 2005)

Semantic Parsing with Structured SVM Ensemble Classification Models. - Le Minh Nguyen 001; Akira Shimazu; Xuan Hieu Phan (ACL, 2006)

Vietnamese Word Segmentation with CRFs and SVMs: An Investigation. - Cam-Tu Nguyen; Trung-Kien Nguyen; Xuan Hieu Phan; Le-Minh Nguyen 001; Quang-Thuy Ha (PACLIC, 2006)

Personal Name Resolution Crossover Documents by a Semantics-Based Approach. - Xuan Hieu Phan; Minh Le Nguyen 001; Susumu Horiguchi (IEICE Trans. Inf. Syst., 2006)

Improving discriminative sequential learning by discovering important association of statistics. - Xuan Hieu Phan; Le Minh Nguyen 001; Yasushi Inoguchi; Tu Bao Ho; Susumu Horiguchi (ACM Trans. Asian Lang. Inf. Process., 2006)

A Multilingual Dependency Analysis System Using Online Passive-Aggressive Learning. - Le-Minh Nguyen 001; Akira Shimazu; Thai Phuong Nguyen; Xuan Hieu Phan (EMNLP-CoNLL, 2007)

High-Performance Training of Conditional Random Fields for Large-Scale Applications of Labeling Sequence Data. - Xuan Hieu Phan; Minh Le Nguyen 001; Yasushi Inoguchi; Susumu Horiguchi (IEICE Trans. Inf. Syst., 2007)

A New Sentence Reduction Technique Based on a Decision Tree Model. - Minh Le Nguyen 001; Xuan Hieu Phan; Susumu Horiguchi; Akira Shimazu (Int. J. Artif. Intell. Tools, 2007)

An Efficient Feature Selection Using Hidden Topic in Text Categorization. - Zhiwei Zhang; Xuan Hieu Phan; Susumu Horiguchi (AINA Workshops, 2008)

Online Structured Learning for Semantic Parsing with Synchronous and lambda-Synchronous Context Free Grammars. - Minh Le Nguyen 001; Akira Shimazu; Xuan Hieu Phan; Thai Phuong Nguyen (ICTAI (2), 2008)

Matching and Ranking with Hidden Topics towards Online Contextual Advertising. - Dieu-Thu Le; Cam-Tu Nguyen; Quang-Thuy Ha; Xuan Hieu Phan; Susumu Horiguchi (Web Intelligence, 2008)

Learning to classify short and sparse text & web with hidden topics from large-scale data collections. - Xuan Hieu Phan; Le-Minh Nguyen 001; Susumu Horiguchi (WWW, 2008)

Web Search Clustering and Labeling with Hidden Topics. - Cam-Tu Nguyen; Xuan Hieu Phan; Susumu Horiguchi; Thu-Trang Nguyen; Quang-Thuy Ha (ACM Trans. Asian Lang. Inf. Process., 2009)

A feature-word-topic model for image annotation. - Cam-Tu Nguyen; Natsuda Kaothanthong; Xuan Hieu Phan; Takeshi Tokuyama (CIKM, 2010)

A Hidden Topic-Based Framework toward Building Applications with Short Web Documents. - Xuan Hieu Phan; Cam-Tu Nguyen; Dieu-Thu Le; Minh Le Nguyen 001; Susumu Horiguchi; Quang-Thuy Ha (IEEE Trans. Knowl. Data Eng., 2011)

VnLoc: A Real - Time News Event Extraction Framework for Vietnamese. - Mai-Vu Tran; Minh Hoang Nguyen; Sy-Quan Nguyen; Minh-Tien Nguyen; Xuan-Hieu Phan (KSE, 2012)

On the effect of the label bias problem in part-of-speech tagging. - Phuong Le-Hong; Xuan-Hieu Phan; The-Trung Tran (RIVF, 2013)

A feature-word-topic model for image annotation and retrieval. - Cam-Tu Nguyen; Natsuda Kaothanthong; Takeshi Tokuyama; Xuan Hieu Phan (ACM Trans. Web, 2013)

Using Dependency Analysis to Improve Question Classification. - Phuong Le-Hong; Xuan-Hieu Phan; Tien-Dung Nguyen 003 (KSE, 2014)

Learning to Filter User Explicit Intents in Online Vietnamese Social Media Texts. - Thai-Le Luong; Thi-Hanh Tran; Quoc-Tuan Truong; Thi-Minh-Ngoc Truong; Thi-Thu Phi; Xuan-Hieu Phan (ACIIDS (2), 2016)

Identifying User Intents in Vietnamese Spoken Language Commands and Its Application in Smart Mobile Voice Interaction. - Thi-Lan Ngo; Van-Hop Nguyen; Thi-Hai-Yen Vuong; Thac-Thong Nguyen; Thi-Thua Nguyen; Son Bao Pham; Xuan-Hieu Phan (ACIIDS (1), 2016)

Named Entity Recognition for Vietnamese Spoken Texts and Its Application in Smart Mobile Voice Interaction. - Phuong-Nam Tran 002; Van-Duc Ta; Quoc-Tuan Truong; Quang-Vu Duong; Thac-Thong Nguyen; Xuan-Hieu Phan (ACIIDS (1), 2016)

Domain identification for intention posts on online social media. - Thai-Le Luong; Quoc-Tuan Truong; Hai-Trieu Dang; Xuan-Hieu Phan (SoICT, 2016)

Speech act classification in Vietnamese Utterance and its application in smart mobile voice interaction. - Thi-Lan Ngo; Quang-Vu Duong; Son Bao Pham; Xuan-Hieu Phan (SoICT, 2016)

Intent extraction from social media texts using sequential segmentation and deep learning models. - Thai-Le Luong; Minh Son Cao; Duc-Thang Le; Xuan-Hieu Phan (KSE, 2017)

Dialogue act segmentation for Vietnamese human-human conversational texts. - Thi-Lan Ngo; Son Bao Pham; Khac Linh Pham; Xuan-Hieu Phan; Minh Son Cao (KSE, 2017)

On the Identification of Suggestion Intents from Vietnamese Conversational Texts. - Thi-Lan Ngo; Khac Linh Pham; Hideaki Takeda 001; Son Bao Pham; Xuan-Hieu Phan (SoICT, 2017)

Lifelong Learning Maxent for Suggestion Classification. - Thi-Lan Ngo; Tu Vu; Hideaki Takeda 001; Son Bao Pham; Xuan-Hieu Phan (Computación y Sistemas, 2018)

Exploiting User Posts for Web Document Summarization. - Minh-Tien Nguyen; Duc-Vu Tran; Le-Minh Nguyen 001; Xuan-Hieu Phan (ACM Trans. Knowl. Discov. Data, 2018)

Improving Intent Extraction Using Ensemble Neural Network. - Thai-Le Luong; Nhu-Thuat Tran; Xuan-Hieu Phan (ISCIT, 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 001; Xuan-Hieu Phan (KSE, 2019)

A Submodular Approach for Reference Recommendation. - Thanh Binh Kieu; Son Bao Pham; Xuan-Hieu Phan; Massimo Piccardi (PACLING, 2019)

Keyphrase generation for Vietnamese administrative documents: a collaborative approach. - Thi-Thu-Trang Nguyen; Thi-Hai-Yen Vuong; Van-Lien Tran; Le-Minh Nguyen 001; Xuan-Hieu Phan (KSE, 2020)

Domain-independent Intent Extraction from Online Texts. - Thai-Le Luong; Nhu-Thuat Tran; Tien-Son Dang; Quoc-Long Tran; Xuan-Hieu Phan (Computación y Sistemas, 2020)

Exploring the Readiness for Digital Transformation in a Higher Education Institution towards Industrial Revolution 4.0. - Giang Nguyen Thi Huong; Pham Thi Thanh Hai; Nguyen Thi Thanh Tu; Xuan-Hieu Phan (Int. J. Eng. Pedagog., 2021)

Parameter Distribution Ensemble Learning for Sudden Concept Drift Detection. - Khanh-Tung Nguyen; Trung Tran; Anh-Duc Nguyen; Xuan-Hieu Phan; Quang-Thuy Ha (ACIIDS (2), 2022)

Non-Standard Vietnamese Word Detection and Normalization for Text-to-Speech. - Huu-Tien Dang; Thi-Hai-Yen Vuong; Xuan-Hieu Phan (KSE, 2022)

Knowledge Base Completion with transfer learning using BERT and fastText. - Thuy-Anh Nguyen Thi; Thi-Hong Vuong; Thi-Hanh Le; Xuan-Hieu Phan; Thi-Thao Le; Quang-Thuy Ha (KSE, 2022)

GIFT4Rec: An Effective Side Information Fusion Technique Apply to Graph Neural Network for Cold-Start Recommendation. - Tran-Ngoc-Linh Nguyen; Chi-Dung Vu; Hoang-Ngan Le; Anh-Dung Hoang; Xuan Hieu Phan; Quang-Thuy Ha; Hoang-Quynh Le; Mai-Vu Tran (ACIIDS (1), 2023)

An Improvement of Diachronic Embedding for Temporal Knowledge Graph Completion. - Thuy-Anh Nguyen Thi; Viet-Phuong Ta; Xuan Hieu Phan; Quang-Thuy Ha (ACIIDS (2), 2023)

Improving Vietnamese Legal Question-Answering System Based on Automatic Data Enrichment. - Thi-Hai-Yen Vuong; Ha-Thanh Nguyen; Quang-Huy Nguyen; Le-Minh Nguyen 001; Xuan-Hieu Phan (JSAI-isAI Workshops, 2023)

Passage-based BM25 Hard Negatives: A Simple and Effective Negative Sampling Strategy For Dense Retrieval. - Thanh-Do Nguyen; Chi Minh Bui; Thi-Hai-Yen Vuong; Xuan-Hieu Phan (PACLIC, 2023)

Question Generation: An Experimental Study for Vietnamese Text. - Pham Quoc-Hung; Huu-Loi Le; Dang Nhat Minh; T. Tran Khang; Huy-The Vu; Minh-Tien Nguyen; Xuan-Hieu Phan (RIVF, 2023)

SM-BERT-CR: a deep learning approach for case law retrieval with supporting model. - 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 001 (Artif. Intell. Law, 2023)

Continual Learning Based on Task Masking for Multi-domain Recommendation. - Tran-Ngoc-Linh Nguyen; Chi-Dung Vu; Hoang-Ngan Le; Anh-Dung Hoang; Xuan-Hieu Phan; Quang-Thuy Ha; Hoang-Quynh Le; Mai-Vu Tran (ACIIDS (Companion 2), 2024)

A Fine-Tuning Approach to Improve Concept Drift Type Classification Accuracy. - Khanh-Tung Nguyen; Quang-Thuy Ha; Xuan-Hieu Phan; Quang-Ngoc Ngo Han (KSE, 2024)

The Masked Simple Graph Contrastive Learning for Recommendation. - Tran-Ngoc-Linh Nguyen; Hoang-Ngan Le; Anh-Dung Hoang; Xuan-Hieu Phan; Quang-Thuy Ha; Hoang-Quynh Le; Mai-Vu Tran (KSE, 2024)

Automated Legal Warning Detection in Contracts: A Holistic Approach and Empirical Study. - Thu-Trang Pham; Huu-Dong Nguyen; Thi-Hai-Yen Vuong; Xuan-Hieu Phan (KSE, 2024)

The Impact of Embeddings on the Performance of Multi-Modal Knowledge Graph Completion. - Thuy-Anh Nguyen Thi; Cong-Hoang Le; Viet-Phuong Ta; Xuan-Hieu Phan; Quang-Thuy Ha (KSE, 2024)

Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval. - Hai-Long Nguyen; Tan-Minh Nguyen; Duc-Minh Nguyen; Thi-Hai-Yen Vuong; Ha-Thanh Nguyen; Xuan-Hieu Phan (CoRR, 2024)

Learning to generate text with auxiliary tasks. - Pham Quoc-Hung; Minh-Tien Nguyen; Shumpei Inoue; Manh Tran-Tien; Xuan-Hieu Phan (Knowl. Based Syst., 2024)

Towards Vietnamese Question and Answer Generation: An Empirical Study. - Pham Quoc-Hung; Huu-Loi Le; Dang Nhat Minh; T. Tran Khang; Manh Tran-Tien; Viet-Hung Dang; Huy-The Vu; Minh-Tien Nguyen; Xuan-Hieu Phan (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

A Co-Attentive Infusion of Structural Knowledge into Language Models towards Legal Textual Inference. - Tan-Minh Nguyen; Thi-Hai-Yen Vuong; Hoang-Trung Nguyen; Le-Minh Nguyen 001; Xuan-Hieu Phan (WWW (Companion Volume), 2025)

Mi-CGA: Cross-modal Graph Attention Network for robust emotion recognition in the presence of incomplete modalities. - Cam-Van Thi Nguyen; Hai-Dang Kieu; Quang-Thuy Ha; Xuan-Hieu Phan; Duc-Trong Le (Neurocomputing, 2025)

Fine-tuning text-to-SQL models with reinforcement-learning training objectives. - Xuan-Bang Nguyen; Xuan-Hieu Phan; Massimo Piccardi (Nat. Lang. Process. J., 2025)

VLQA: The First Comprehensive, Large, and High-Quality Vietnamese Dataset for Legal Question Answering. - Tan-Minh Nguyen; Hoang-Trung Nguyen; Trong-Khoi Dao; Xuan-Hieu Phan; Ha-Thanh Nguyen; Thi-Hai-Yen Vuong (CoRR, 2025)

Uncovering connections: a reference network approach to statute law retrieval. - Thi-Hai-Yen Vuong; Hai-Long Nguyen; Tan-Minh Nguyen; Ha-Thanh Nguyen; Le-Minh Nguyen 001; Xuan-Hieu Phan (Appl. Intell., 2025)