Continual Learning with Language Agents | slides

[2024] at Commonsense Reasoning in Natural Language Processing, University of British Columbia

User-centic Natural Language Processing | video

[2023] PhD Defense, CSE, UC San Diego

Effective, Explainable, and Equitable NLP with Knowledge and Interactions | slides

• [2022] at Stanford University
• [2022] at Allen Institute for AI
• [2022] at University of Southern California/USC-ISI
• [2022] at Harvard University/Harvard Business School
• [2022] at University College London
• [2022] at UC Irvine
• [2022] at University of British Columbia
• [2022] at UC San Diego

Producing Explanations with Commonsense and Interactions | slides

• [2022] at AI Research Seminar, UC San Diego
• [2021] at Allen Institute for AI

Explainable Language Generation with Commonsense | slides

• [2021] at Facebook AI Research
• [2021] at Machine Learning Group, Oxford University

Grounding Language Generation with World Knowledge | slides

• [2021] at Microsoft Research, India
• [2021] at IIT Kharapgur
• [2020] at NC State, AI Club
• [2020] at INFORMS 2020, Mining and Learning on Graphs session, Washington, DC

Clarification Question Generation using Global Knowledge | slides

• [2021] at Microsoft Research, Redmond
• [2021] at AI Research Seminar, UC San Diego

Personalization, NLP and others

• [2020] at UC San Diego, CSE Research Open House, on Personalization in Natural Language Generation
• [2018] at Indian Inst of Management Calcutta, Industry Conclave & Graduate Orientation, on NLP - a primer
• [2017] at Walmart Labs, on Information Extraction from Images - Application in e-Commerce
• [2017] at Indian Statistical Institute, on Deep Neural Network: in light of Optimization and Regularization