Current position: A machine learning engineer in Zoom.

Publications

• Few-shot Out-of-Scope Intent Classification: Analyzing the Robustness of Prompt-based Learning. Applied Intelligence (2024) pdf
• CookDial: a dataset for task-oriented dialogs grounded in procedural documents. Applied Intelligence (2022) pdf
• UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents. ACL, 2nd DialDoc workshop 2022, May, Dublin, Ireland. pdf
• Recipe Instruction Semantics Corpus (RISeC): Resolving Semantic Structure and Zero Anaphora in Recipes. AACL-IJCNLP 2020 (virtual), Dec., Suzhou, China. pdf

Presentations

• A task-oriented dialogue systems based on procedural knowledge. Youtube, Bilibili

Datasets

• CookDial
• RISeC

Education

• 2018- 2024, Phd in Computer Science Engineering, Ghent University, Ghent, Belgium.
• 2011-2018, BS & MS, Beihang University, Beijing, China.

Misc

• Language is power. Language is your weapon.
• Besides NLP, I had some experience in plasma physics simulations owing to my master project.
• Favorite manga: 進撃の巨人. The final season is coming in December 2020!
• Favorite game: Metal Gear Solid V: The Phantom Pain. “Les Enfants Terribles.”

Email

jiangyiwei2015@gmail.com