Hieu Tran

According to our database, Hieu Tran authored at least 36 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

BioInstruct: instruction tuning of large language models for biomedical natural language processing.

Hieu Tran, Zhichao Yang, Zonghai Yao, Hong Yu

J. Am. Medical Informatics Assoc., 2024

LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models.

Hieu Tran, Junda Wang, Yujan Ting, Weijing Huang, Terrence Chen

CoRR, 2024

SemiHVision: Enhancing Medical Multimodal Models with a Semi-Human Annotated Dataset and Fine-Tuned Instruction Generation.

Junda Wang, Yujan Ting, Eric Z. Chen, Hieu Tran, Hong Yu, Weijing Huang, Terrence Chen

CoRR, 2024

ReadCtrl: Personalizing text generation with readability-controlled instruction learning.

Hieu Tran, Zonghai Yao, Lingxi Li, Hong Yu

CoRR, 2024

Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and Distillation.

Phuc Phan, Hieu Tran, Long Phan

CoRR, 2024

A Computer Vision Based Approach for Energy-Efficient Air Conditioner Control.

Tien K. Nguyen, Phu Vong, Hieu Tran, Taddy Truong, Binh T. Nguyen

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2024

README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP.

Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei, Hieu Tran, Zhangqi Duan, Sunjae Kwon, Zhichao Yang, Hong Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP.

Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei, Hieu Tran, Zhangqi Duan, Sunjae Kwon, Zhichao Yang, README annotation team, Hong Yu

CoRR, 2023

Multi-Keyword Based Information Routing in Peer-to-Peer Networks.

Hieu Tran, Miao Miao, Farokh B. Bastani, I-Ling Yen

Proceedings of the International Conference on Information Networking, 2023

Enriching Biomedical Knowledge for Low-resource Language Through Large-scale Translation.

Long Phan, Tai Dang, Hieu Tran, Trieu H. Trinh, Vy Phan, Lam D. Chau, Minh-Thang Luong

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Emotion-Aware Music Recommendation.

Hieu Tran, Tuan Le, Anh Do, Tram Vu, Steven Bogaerts, Brian Howard

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

MTet: Multi-domain Translation for English and Vietnamese.

Chinh Ngo, Trieu H. Trinh, Long Phan, Hieu Tran, Tai Dang, Hieu Nguyen, Minh Nguyen, Minh-Thang Luong

CoRR, 2022

Enriching Biomedical Knowledge for Vietnamese Low-resource Language Through Large-Scale Translation.

Long Phan, Tai Dang, Hieu Tran, Vy Phan, Lam D. Chau, Trieu H. Trinh

CoRR, 2022

IoT Data Discovery: Routing Table and Summarization Techniques.

Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani

CoRR, 2022

Transfer Reinforcement Learning for Differing Action Spaces via Q-Network Representations.

Nathan Beck, Abhiramon Rajasekharan, Hieu Tran

CoRR, 2022

Computing-in-Memory with SuperFlash® memBrain™ Technology.

Nhan Do, Hieu Tran, Mark Reiten

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset.

Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Alexandra Sasha Luccioni, Yacine Jernite

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation.

Long Phan, Hieu Tran, Hieu Nguyen, Trieu H. Trinh

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

Vietnamese Speech-based Question Answering over Car Manuals.

Tin Duy Vo, Manh Luong, Duong Minh Le, Hieu Tran, Nhan Do, Tuan-Duy H. Nguyen, Thien Nguyen, Hung Bui, Dat Quoc Nguyen, Dinh Q. Phung

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

TLETA: Deep Transfer Learning and Integrated Cellular Knowledge for Estimated Time of Arrival Prediction.

Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Influence of Crop Burning on Air Pollution in Vietnam.

Hieu Tran, Akshansha Chauhan, Ramesh P. Singh

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?

Hieu Nguyen, Long Phan, James T. Anibal, Alec Peltekian, Hieu Tran

CoRR, 2021

SciFive: a text-to-text transformer model for biomedical literature.

Long N. Phan, James T. Anibal, Hieu Tran, Shaurya Chanana, Erol Bahadroglu, Alec Peltekian, Grégoire Altan-Bonnet

CoRR, 2021

Hierarchical Transformer Encoders for Vietnamese Spelling Correction.

Hieu Tran, Cuong V. Dinh, Long N. Phan, Son Truong Nguyen

CoRR, 2021

CoTexT: Multi-task Learning with Code-Text Transformer.

Long N. Phan, Hieu Tran, Daniel Le, Hieu Nguyen, James T. Anibal, Alec Peltekian, Yanfang Ye

CoRR, 2021

oneVFC - A Vehicular Fog Computation Platform for Artificial Intelligence in Internet of Vehicles.

Kieu-Ha Phung, Hieu Tran, Thang V. Nguyen, Hung V. Dao, Vinh Tran-Quang, Thu-Huong Truong, An Braeken, Kris Steenhaut

IEEE Access, 2021

An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction.

Hieu Tran, Cuong V. Dinh, Quang Pham, Binh T. Nguyen

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

Hierarchical Transformer Encoders for Vietnamese Spelling Correction.

Hieu Tran, Cuong V. Dinh, Long Phan, Son Truong Nguyen

Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021

SPBERT: an Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs.

Hieu Tran, Long Phan, James T. Anibal, Binh T. Nguyen, Truong-Son Nguyen

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Into Summarization Techniques for IoT Data Discovery Routing.

Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2019

Feature-Interaction Aware Configuration Prioritization for Configurable Code.

Son Nguyen, Hoan Nguyen, Ngoc M. Tran, Hieu Tran, Tien N. Nguyen

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Does BLEU score work for code migration?

Ngoc M. Tran, Hieu Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen

Proceedings of the 27th International Conference on Program Comprehension, 2019

Recovering variable names for minified code with usage contexts.

Hieu Tran, Ngoc M. Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen

Proceedings of the 41st International Conference on Software Engineering, 2019

Graph-based mining of in-the-wild, fine-grained, semantic code change patterns.

Hoan Anh Nguyen, Tien N. Nguyen, Danny Dig, Son Nguyen, Hieu Tran, Michael Hilton

Proceedings of the 41st International Conference on Software Engineering, 2019

2016

Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments.

Hieu Tran, Maxim Shcherbakov

Proceedings of the Computational Social Networks - 5th International Conference, 2016

2011

Towards the Development of Large-Scale Data Warehouse Application Frameworks.

Duong Thi Anh Hoang, Hieu Tran, Binh Thanh Nguyen, A Min Tjoa

Proceedings of the Re-conceptualizing Enterprise Information Systems, 2011