3 papers
cs.AI2021
Cognitive Homeostatic Agents
Amol Kelkar
Human brain has been used as an inspiration for building autonomous agents, but it is not obvious what level of computational description of the brain one should use. This has led…
cs.LG2020
Generation of complex database queries and API calls from natural language utterances
Amol Kelkar, Nachiketa Rajpurohit, Utkarsh Mittal +1
Generating queries corresponding to natural language questions is a long standing problem. Traditional methods lack language flexibility, while newer sequence-to-sequence models re…
cs.CL2020
Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker
Amol Kelkar, Rohan Relan, Vaishali Bhardwaj +3
To access data stored in relational databases, users need to understand the database schema and write a query using a query language such as SQL. To simplify this task, text-to-SQL…