2 papers
cs.CL2025
Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning
Atharv Kulkarni, Vivek Srikumar
In this work, we study the problem of code generation with a large language model (LLM), with a focus on generating SQL queries from natural language questions. We ask: Instead of…
cs.CL2025
LLM-Symbolic Integration for Robust Temporal Tabular Reasoning
Atharv Kulkarni, Kushagra Dixit, Vivek Srikumar +2
Temporal tabular question answering presents a significant challenge for Large Language Models (LLMs), requiring robust reasoning over structured data, which is a task where tradit…