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Tuesday, July 18, 2023 3:00 pm - 6:00 pm EDT (GMT -04:00)

PhD Defence • Machine Learning | Natural Language Processing • Less is More: Restricted Representations for Better Interpretability and Generalizability

Please note: This PhD defence will take place online.

Zhiying (Gin) Jiang, PhD candidate
David R. Cheriton School of Computer Science

Supervisor: Professor Jimmy Lin

In this thesis, we aim at improving interpretability and generalizability through restricting representations. We choose to approach interpretability by focusing on attribution analysis to understand which features contribute to prediction on BERT, and to approach generalizability by focusing on effective methods in low-data regime.

Monday, July 24, 2023 11:00 am - 12:00 pm EDT (GMT -04:00)

Master’s Research Paper Presentation • Data Systems • An Overview and Introduction to ARM, an Abstract Relational Model

Please note: This master’s research paper presentation will take place online.

Steph McIntyre, Master’s candidate
David R. Cheriton School of Computer Science

Supervisors: Professors David Toman, Grant Weddell