I'm a researcher, programmer, and licensed medical doctor. Currently, I am a full-time research scientist at Appier AI Research team, with the goal to conceive, execute, articulate, and promote impactful research projects.
- Medicine 💊
- Deep Learning 🧠
- Natural Language Processing 🔤
- AI Research Scientist @Appier
2024.7 - present
Conceive, execute, articulate, and promote AI research projects for maximizing both academic and business impacts. - LLM Research Scientist Intern @Appier
2024.1 - 2024.7
Conduct research projects on LLMs. - Machine Learning Scientist Intern @Vysioneer
2023.7 - 2023.10
Develop machine learning algorithms for identifying medical image modalities.
- Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models
EMNLP 2024 (Industry Track)
Zhi Rui Tam*, Cheng-Kuang Wu*, Yi-Lin Tsai, Chieh-Yen Lin, Hung-yi Lee†, Yun-Nung Chen† [Paper][Code], 2024.08 - I Need Help! Evaluating LLM's Ability to Ask for Users' Support: A Case Study on Text-to-SQL Generation
EMNLP 2024 (Short Paper)
Cheng-Kuang Wu*, Zhi Rui Tam*, Chao-Chung Wu, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen [Paper][Code], 2024.07 - StreamBench: Towards Benchmarking Continuous Improvement of Language Agents
NeurIPS 2024 (Datasets and Benchmarks)
Cheng-Kuang Wu*, Zhi Rui Tam*, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee [Paper][Code][Datasets], 2024.06 - Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models
ACL 2024 (Findings Paper)
Sheng-Lun Wei, Cheng-Kuang Wu, Hen-Hsen Huang, Hsin-Hsi Chen [Paper], 2024.06 - Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations
EMNLP 2023 (Long Paper)
Wei-Lin Chen*, Cheng-Kuang Wu*, Yun-Nung Chen, Hsin-Hsi Chen [Paper][Code], 2023.10 - Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation
EMNLP 2023 (Short Paper)
Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen [Paper][Code], 2023.10 - ZARA: Improving Few-Shot Self-Rationalization for Small Language Models
EMNLP 2023 (Findings Paper)
Wei-Lin Chen, An-Zi Yen, Cheng-Kuang Wu, Hen-Hsen Huang, Hsin-Hsi Chen [Paper][Code] - Large Language Models Perform Diagnostic Reasoning
ICLR 2023 (Tiny Papers)
Cheng-Kuang Wu*, Wei-Lin Chen*, Hsin-Hsi Chen [Paper][Code], 2023.5
* Equal contribution † Equal advisorship