Patents

• AutoNLU: An on-demand cloud-based Natural Language Understanding system for enterprises (Filed - Work at Adobe Research)
• A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Documents [Filed - 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 [Issued 9/2021].
• Generating and Utilizing Classification and Query-specific models to generate digital responses to queries from client device [Filed 4/2018 - Work at Adobe Research].