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Thanh-Tung Nguyen
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2020 – today
- 2024
- [c20]Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler:
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering. ACL (Findings) 2024: 4002-4042 - [c19]Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria:
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond. EACL (1) 2024: 1738-1751 - [i16]Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler:
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering. CoRR abs/2406.03699 (2024) - [i15]Aishik Nagar, Viktor Schlegel, Thanh-Tung Nguyen, Hao Li, Yuping Wu, Kuluhan Binici, Stefan Winkler:
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction. CoRR abs/2408.12249 (2024) - [i14]Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler:
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues. CoRR abs/2408.14418 (2024) - [i13]Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan:
Representation Learning of Structured Data for Medical Foundation Models. CoRR abs/2410.13351 (2024) - 2023
- [c18]Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler:
A Two-Stage Decoder for Efficient ICD Coding. ACL (Findings) 2023: 4658-4665 - [c17]Hao Li
, Yuping Wu
Team: PULSAR at ProbSum 2023: PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models. BioNLP@ACL 2023: 503-509 - [c16]Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiao-Jun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic:
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records. CLEF (Working Notes) 2023: 1668-1679 - [c15]Matthieu Pâques, Didier Law-Hine
Pretext Tasks in Bridge Defect Segmentation Within a ViT-Adapter Framework. ISVC (1) 2023: 187-198 - [c14]Thanh-Tung Nguyen, Si Young Jang, Boyan Kostadinov, Dongman Lee:
PreActo: Efficient Cross-Camera Object Tracking System in Video Analytics Edge Computing. PERCOM 2023: 101-110 - [i12]Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler, Shao-Syuan Huang, Jie-Jyun Liu, Chih-Jen Lin:
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification. CoRR abs/2304.13998 (2023) - [i11]Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria:
Beyond Words: A Comprehensive Survey of Sentence Representations. CoRR abs/2305.12641 (2023) - [i10]Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler:
A Two-Stage Decoder for Efficient ICD Coding. CoRR abs/2306.00005 (2023) - [i9]Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiao-Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic:
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models. CoRR abs/2306.02754 (2023) - [i8]Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiao-Jun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic:
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records. CoRR abs/2307.02006 (2023) - [i7]Youngrae Kim, Younggeol Cho, Thanh-Tung Nguyen, Dongman Lee:
MetaWeather: Few-Shot Weather-Degraded Image Restoration via Degradation Pattern Matching. CoRR abs/2308.14334 (2023) - [i6]Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Tsung-Han Yang, Vijay Prakash Dwivedi, Wei-Hsian Yin, Jeng Wei, Stefan Winkler:
Automated Clinical Coding for Outpatient Departments. CoRR abs/2312.13533 (2023) - 2021
- [b1]Thanh-Tung Nguyen:
Structured pointing networks for natural language understanding. Nanyang Technological University, Singapore, 2021 - [c13]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
A Conditional Splitting Framework for Efficient Constituency Parsing. ACL/IJCNLP (1) 2021: 5795-5807 - [c12]Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw:
Cross-model Back-translated Distillation for Unsupervised Machine Translation. ICML 2021: 8073-8083 - [c11]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
RST Parsing from Scratch. NAACL-HLT 2021: 1613-1625 - [i5]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
RST Parsing from Scratch. CoRR abs/2105.10861 (2021) - [i4]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
A Conditional Splitting Framework for Efficient Constituency Parsing. CoRR abs/2106.15760 (2021) - 2020
- [j6]Thanh-Tung Nguyen, Taejoon Kim, Taehong Kim:
A Distributed TDMA Scheduling Algorithm Using Topological Ordering for Wireless Sensor Networks. IEEE Access 8: 145316-145331 (2020) - [j5]Thanh-Tung Nguyen
Horizontal Pod Autoscaling in Kubernetes for Elastic Container Orchestration. Sensors 20(16): 4621 (2020) - [c10]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
Efficient Constituency Parsing by Pointing. ACL 2020: 3284-3294 - [c9]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
Differentiable Window for Dynamic Local Attention. ACL 2020: 6589-6599 - [i3]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
Efficient Constituency Parsing by Pointing. CoRR abs/2006.13557 (2020) - [i2]Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li:
Differentiable Window for Dynamic Local Attention. CoRR abs/2006.13561 (2020)
2010 – 2019
- 2019
- [j4]Thanh-Tung Nguyen, Danièle Waldmann, Tinh Quoc Bui
Role of interfacial transition zone in phase field modeling of fracture in layered heterogeneous structures. J. Comput. Phys. 386: 585-610 (2019) - [c8]Thanh-Tung Nguyen, Linh-An Phan, Taejoon Kim, Taehong Kim, JaeSeang Lee, Jae-Hyun Ham:
Distributed TDMA Scheduling Using Topological Ordering in Wireless Sensor Networks. ICCCN 2019: 1-2 - [c7]Thanh-Tung Nguyen, Hien T. T. Le:
Water Level Prediction at TICH-BUI river in Vietnam Using Support Vector Regression. ICMLC 2019: 1-6 - [c6]Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty:
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. NAACL-HLT (1) 2019: 1326-1336 - [i1]Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty:
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. CoRR abs/1904.04021 (2019) - 2018
- [j3]Qiang Wang, Thanh-Tung Nguyen, Joshua Zhexue Huang, Thuy Thi Nguyen
An efficient random forests algorithm for high dimensional data classification. Adv. Data Anal. Classif. 12(4): 953-972 (2018) - 2016
- [c5]He Zhao, Xiaojun Chen, Thanh-Tung Nguyen, Joshua Zhexue Huang, Graham J. Williams
Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data. PAISI 2016: 63-72 - 2015
- [j2]Thanh-Tung Nguyen, Joshua Zhexue Huang, Qingyao Wu, Thuy Thi Nguyen
Genome-wide association data classification and SNPs selection using two-stage quality-based Random Forests. BMC Genom. 16(S-2): S5 (2015) - [j1]Thanh-Tung Nguyen, Joshua Zhexue Huang, Thuy Thi Nguyen
Two-level quantile regression forests for bias correction in range prediction. Mach. Learn. 101(1-3): 325-343 (2015) - [c4]Thanh-Tung Nguyen, Huong Nguyen, Yinxu Wu, Mark Junjie Li
Classifying gene data with regularized ensemble trees. ICMLC 2015: 134-139 - [c3]Thanh-Tung Nguyen, Quynh Nguyen Huu, Mark Junjie Li
Forecasting Time Series Water Levels on Mekong River Using Machine Learning Models. KSE 2015: 292-297 - [c2]Thanh-Tung Nguyen:
An L1-Regression Random Forests Method for Forecasting of Hoa Binh Reservoir's Incoming Flow. KSE 2015: 360-364 - [c1]Thanh-Tung Nguyen, He Zhao, Joshua Zhexue Huang, Thuy Thi Nguyen, Mark Junjie Li
A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data. PAKDD (2) 2015: 459-470
Coauthor Index
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