2 papers
cs.CL2022
Searching for Better Database Queries in the Outputs of Semantic Parsers
Anton Osokin, Irina Saparina, Ramil Yarullin
The task of generating a database query from a question in natural language suffers from ambiguity and insufficiently precise description of the goal. The problem is amplified when…
cs.LG2019
Cost-Sensitive Training for Autoregressive Models
Irina Saparina, Anton Osokin
Training autoregressive models to better predict under the test metric, instead of maximizing the likelihood, has been reported to be beneficial in several use cases but brings add…