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Hieu Tran
PhD student, CICS, University of Massachusetts at Amherst
Joined
October 2023
Names
Hieu Tran
(Preferred)
,
Hieu Minh Tran
Emails
****@gmail.com
(Confirmed)
,
****@umass.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
ACL Anthology
Career & Education History
PhD student
CICS,
University of Massachusetts at Amherst
(umass.edu)
2022
–
2027
Undergrad student
CS,
Hanoi University of Science and Technology
(hust.edu.vn)
2014
–
2019
Advisors, Relations & Conflicts
No relations added
Expertise
NLP
2020
–
Present
Publications
EXPLOITING TREE STRUCTURE FOR CREDIT ASSIGNMENT IN RL TRAINING OF LLMS
Hieu Tran
,
Zonghai Yao
,
hong yu
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
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
,
Terrence Chen
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation
Won Seok Jang
,
Sharmin Sultana
,
Zonghai Yao
,
Hieu Tran
,
Zhichao Yang
,
Sunjae Kwon
,
Hong Yu
CoRR 2025
Readers:
Everyone
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models
Hieu Tran
,
Zonghai Yao
,
Junda Wang
,
Yifan Zhang
,
Zhichao Yang
,
Hong Yu
CoRR 2024
Readers:
Everyone
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
Readers:
Everyone
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
EMNLP (Findings) 2024
Readers:
Everyone
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
Readers:
Everyone
ReadCtrl: Personalizing text generation with readability-controlled instruction learning
Hieu Tran
,
Zonghai Yao
,
Lingxi Li
,
Hong Yu
CoRR 2024
Readers:
Everyone
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
Readers:
Everyone
A Vietnamese-English Neural Machine Translation System
Tuan-Duy H. Nguyen
,
Duy Phung
,
Duy Tran-Cong Nguyen
,
Hieu Minh Tran
,
Manh Luong
,
Tin Duy Vo
,
Hung Hai Bui
,
Dinh Q. Phung
,
Dat Quoc Nguyen
Published: 01 Jan 2022, Last Modified: 16 May 2023
INTERSPEECH 2022
Readers:
Everyone
View all 12 publications
Co-Authors
Dat Quoc Nguyen
Dinh Q. Phung
Duy Phung
Duy Tran-Cong Nguyen
Eric Z. Chen
Guanghao Wei
Hong Yu
Hung Hai Bui
Junda Wang
Lingxi Li
Manh Luong
Nandyala Siddharth Kantu
Sharmin Sultana
Sunjae Kwon
Terrence Chen
Thien Huu Nguyen
Tin Duy Vo
Trung Minh Nguyen
Tuan-Duy H. Nguyen
Weijing Huang
Won Seok Jang
Yifan Zhang
Yujan Ting
Zhangqi Duan
Zhichao Yang
View all 27 co-authors