Ngoc Dang Nguyen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Maximum Entropy

Text Classification

Named Entity Recognition

Annotated Corpus

Top Venues

Publications

Wei Tan, Ngoc Dang Nguyen, Lan Du, Wray L. Buntine
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification. CoRR (2024)
Wei Tan, Ngoc Dang Nguyen, Lan Du, Wray L. Buntine
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification. AAAI (2024)
Jionghao Lin, Eason Chen, Zeifei Han, Ashish Gurung, Danielle R. Thomas, Wei Tan, Ngoc Dang Nguyen, Kenneth R. Koedinger
How Can I Improve? Using GPT to Highlight the Desired and Undesired Parts of Open-ended Responses. CoRR (2024)
Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray L. Buntine, Richard Beare, Changyou Chen
AUC Maximization for Low-Resource Named Entity Recognition. AAAI (2023)
Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray L. Buntine, Richard Beare, Changyou Chen
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help? CoRR (2023)
Jionghao Lin, Wei Tan, Ngoc Dang Nguyen, David Lang, Lan Du, Wray L. Buntine, Richard Beare, Guanliang Chen, Dragan Gasevic
Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets. AIED (2023)
Jionghao Lin, Danielle R. Thomas, Feifei Han, Shivang Gupta, Wei Tan, Ngoc Dang Nguyen, Kenneth R. Koedinger
Using Large Language Models to Provide Explanatory Feedback to Human Tutors. Human-AI Math Tutoring@AIED (2023)
Haocheng Luo, Wei Tan, Ngoc Dang Nguyen, Lan Du
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition. CoRR (2023)
Haocheng Luo, Wei Tan, Ngoc Dang Nguyen, Lan Du
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition. EMNLP (Findings) (2023)
Jionghao Lin, Danielle R. Thomas, Feifei Han, Shivang Gupta, Wei Tan, Ngoc Dang Nguyen, Kenneth R. Koedinger
Using Large Language Models to Provide Explanatory Feedback to Human Tutors. CoRR (2023)
Jionghao Lin, Wei Tan, Ngoc Dang Nguyen, David Lang, Lan Du, Wray L. Buntine, Richard Beare, Guanliang Chen, Dragan Gasevic
Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets. CoRR (2023)
Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray L. Buntine, Richard Beare, Changyou Chen
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help? ICDM (2023)
Ngoc Dang Nguyen, Lan Du, Wray L. Buntine, Changyou Chen, Richard Beare
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios. CoRR (2022)
Ngoc Dang Nguyen, Lan Du, Wray L. Buntine, Changyou Chen, Richard Beare
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios. EMNLP (2022)
Ngoc Dang Nguyen, Wei Tan, Wray L. Buntine, Richard Beare, Changyou Chen, Lan Du
AUC Maximization for Low-Resource Named Entity Recognition. CoRR (2022)