Thanh-Tung Nguyen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 33

Top Topics

Quantile Regression

Wireless Sensor Networks

Bias Correction

Top Venues

Publications

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 (2024)
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)
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)
Youngrae Kim, Younggeol Cho, Thanh-Tung Nguyen, Dongman Lee
MetaWeather: Few-Shot Weather-Degraded Image Restoration via Degradation Pattern Matching. CoRR (2023)
Hao Li, Yu-Ping 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 (2023)
Hao Li, Yu-Ping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiao-Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic
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)
Viktor Schlegel, Hao Li, Yu-Ping 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)
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler
A Two-Stage Decoder for Efficient ICD Coding. CoRR (2023)
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler, Shao-Syuan Huang, Jie-Jyun Liu, Chih-Jen Lin
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification. CoRR (2023)
Matthieu Pâques, Didier Law-Hine, Otmane Alami Hamedane, Thanh-Tung Nguyen, Viet-Vu Tran, Nicolas Allezard
Pretext Tasks in Bridge Defect Segmentation Within a ViT-Adapter Framework. ISVC (1) (2023)
Viktor Schlegel, Hao Li, Yu-Ping 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 (2023)
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 (2023)
Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria
Beyond Words: A Comprehensive Survey of Sentence Representations. CoRR (2023)
Thanh-Tung Nguyen, Si Young Jang, Boyan Kostadinov, Dongman Lee
PreActo: Efficient Cross-Camera Object Tracking System in Video Analytics Edge Computing. PERCOM (2023)
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler
A Two-Stage Decoder for Efficient ICD Coding. ACL (Findings) (2023)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
RST Parsing from Scratch. CoRR (2021)
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)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
A Conditional Splitting Framework for Efficient Constituency Parsing. CoRR (2021)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
RST Parsing from Scratch. NAACL-HLT (2021)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
A Conditional Splitting Framework for Efficient Constituency Parsing. ACL/IJCNLP (1) (2021)
Thanh-Tung Nguyen, Yu-Jin Yeom, Taehong Kim, Dae-Heon Park, Sehan Kim
Horizontal Pod Autoscaling in Kubernetes for Elastic Container Orchestration. Sensors 20 (16) (2020)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
Differentiable Window for Dynamic Local Attention. ACL (2020)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
Efficient Constituency Parsing by Pointing. CoRR (2020)
Thanh-Tung Nguyen, Taejoon Kim, Taehong Kim
A Distributed TDMA Scheduling Algorithm Using Topological Ordering for Wireless Sensor Networks. IEEE Access 8 (2020)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
Efficient Constituency Parsing by Pointing. ACL (2020)
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq R. Joty, Xiaoli Li
Differentiable Window for Dynamic Local Attention. CoRR (2020)
Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. NAACL-HLT (1) (2019)
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)
Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. CoRR (2019)
Thanh-Tung Nguyen, Hien T. T. Le
Water Level Prediction at TICH-BUI river in Vietnam Using Support Vector Regression. ICMLC (2019)
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 (2019)
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) (2018)
He Zhao, Xiaojun Chen, Thanh-Tung Nguyen, Joshua Zhexue Huang, Graham J. Williams, Hui Chen
Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data. PAISI (2016)
Thanh-Tung Nguyen
An L1-Regression Random Forests Method for Forecasting of Hoa Binh Reservoir's Incoming Flow. KSE (2015)
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)
Thanh-Tung Nguyen, Joshua Zhexue Huang, Qingyao Wu, Thuy Thi Nguyen, Mark Junjie Li
Genome-wide association data classification and SNPs selection using two-stage quality-based Random Forests. BMC Genom. 16 (S-2) (2015)
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) (2015)
Thanh-Tung Nguyen, Quynh Nguyen Huu, Mark Junjie Li
Forecasting Time Series Water Levels on Mekong River Using Machine Learning Models. KSE (2015)
Thanh-Tung Nguyen, Huong Nguyen, Yinxu Wu, Mark Junjie Li
Classifying gene data with regularized ensemble trees. ICMLC (2015)