Nai-Xuan Ye
Tamkang University(TW)National Taiwan University(TW)
Publications by Year
Research Areas
Semantic Web and Ontologies, Text and Document Classification Technologies, Speech and dialogue systems, Topic Modeling, Natural Language Processing Techniques
Most-Cited Works
- → The Unexplored Potential of Vision-Language Models for Generating Large-Scale Complementary-Label Learning Data(2025)4 cited
- → Integrating Self-Supervised Speech Model with Pseudo Word-Level Targets from Visually-Grounded Speech Model(2024)1 cited
- Maximum entropy approaches for inverse reinforcement learning(2019)
- → PersonalLLM: Tailoring LLMs to Individual Preferences(2024)
- → Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts(2024)
- → Invisible footprints, visible insights: machine learning reveals Scope 3 emissions(2025)