1 citations · 1 across the 2 of their papers we have counts for
3 papers · 1 filter
Cheaper, Better, Faster, Stronger: Robust Text-to-SQL without Chain-of-Thought or Fine-Tuning
Yusuf Denizay Dönder, Derek Hommel, Andrea W Wen-Yi +2
LLMs are effective at code generation tasks like text-to-SQL, but is it worth the cost? Many state-of-the-art approaches use non-task-specific LLM techniques including Chain-of-Tho…
Agent Bain vs. Agent McKinsey: A New Text-to-SQL Benchmark for the Business Domain
Yue Li, Ran Tao, Derek Hommel +4
Text-to-SQL benchmarks have traditionally only tested simple data access as a translation task of natural language to SQL queries. But in reality, users tend to ask diverse questio…
Show or Tell? Modeling the evolution of request-making in Human-LLM conversations
Shengqi Zhu, Jeffrey M. Rzeszotarski, David Mimno
Designing user-centered LLM systems requires understanding how people use them, but patterns of user behavior are often masked by the variability of queries. In this work, we intro…