Go-to person for any optimization problem and has worked beyond doubt on multiple ML problems in various forums. He takes competitive data science challenges with a great can-do attitude and delivers ahead of schedule all the time.
All Sessions by Naveen Kumar Kaveti
February 12, 2021
Deep Learning for Semantic Text Matching
13:30 - 14:00
Semantic text matching is the task of estimating semantic similarity between source and target text pieces and has applications in various problems like query-to-document matching, web search, question answering, conversational chatbots, recommendation system etc. We will talk about building machine learning system for large scale semantic text matching by decomposing the problem into candidate generation and re-ranking steps. We will also talk about how deep learning models like BERT can be used for each of these steps.