Goal Oriented Natural Language Bots
This talk covers a brief history of bots ( From Eliza to Alexa), how goal-oriented bots differ from general-purpose conversational bots. We then deep dive into AI process behind goal-oriented bots and its challenges. The techniques commonly used in this area - Supervised Learning, Named entity recognisers etc. We visit some active research areas in this area.
Mathangi is rated one of top 10 data scientistin India, and is currently leading the Data Sciences team at Phonepe. She hasspent more than 15 years building world-class data sciences solutions andproducts. She has 10 patent grants and 20+ patents pending in the areas ofintuitive customer service, indoor positioning, and user profiles. She is adeptat machine learning, text mining NLP technologies and tools.