Tuan M. Lai
PhD Student
University of Illinois at Urbana-Champaign (UIUC)

Patents



  • A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Documents [In Preparation - Work at Adobe Research].
  • A simple but effective BERT model for dialog state tracking on resource-limited systems [Filed 6/2020 - Work at Adobe Research].
  • Training of Neural Network based Natural Language Processing Models using Dense Knowledge Distillation [Filed 12/2019 - Work at Adobe Research].
  • Utilizing a gated self-attention memory network model for predicting a candidate answer match to a query [Filed 9/2019 - Work at Adobe Research].
  • Generating and Utilizing Classification and Query-specific models to generate digital responses to queries from client device [Filed 4/2018 - Work at Adobe Research].