papers

2025

1. JoMA-25

   Topic classification of vietnamese product reviews in e-commerce using PhoBERT

   Tuan Duy Nguyen, Duc Minh Nguyen, Manh Nguyen, and 1 more author

   Journal of Marketing Analytics, 2025
2. AAAI-26

   Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models

   Manh Nguyen, Sunil Gupta, and Hung Le

   The 40th Annual AAAI Conference on Artificial Intelligence, 2025
3. preprint

   CAAD: Context-Aware Adaptive Decoding for Truthful Text Generation

   Manh Nguyen, Sunil Gupta, and Hung Le

   arXiv preprint arXiv:2508.02184, 2025
4. preprint

   Distance Is All You Need: Radial Dispersion for Uncertainty Estimation in Large Language Models

   Manh Nguyen, Sunil Gupta, and Hung Le

   arXiv preprint arXiv:2512.04351, 2025
5. preprint

   Uncertainty-Guided Checkpoint Selection for Reinforcement Finetuning of Large Language Models

   Manh Nguyen, Dung Nguyen, Dai Do, and 2 more authors

   arXiv preprint arXiv:2511.09864, 2025
6. preprint

   GRAD: Graph-Retrieved Adaptive Decoding for Hallucination Mitigation

   Manh Nguyen, Sunil Gupta, Dai Do, and 1 more author

   arXiv preprint arXiv:2511.03900, 2025
7. preprint

   SPaRFT: Self-Paced Reinforcement Fine-Tuning for Large Language Models

   Dai Do, Manh Nguyen, Svetha Venkatesh, and 1 more author

   arXiv preprint arXiv:2508.05015, 2025
8. preprint

   Towards Robust Fact-Checking: A Multi-Agent System with Advanced Evidence Retrieval

   Tam Trinh, Manh Nguyen, and Truong-Son Hy

   arXiv preprint arXiv:2506.17878, 2025

2019

1. CinC2019

   Representation Learning for Early Sepsis Prediction

   Luan Tran, Manh Nguyen, and Cyrus Shahabi

   Computing in Cardiology, Apr 2019

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