4 papers
SING-SQL: A Synthetic Data Generation Framework for In-Domain Text-to-SQL Translation
Hasan Alp CaferoÄlu, Mehmet Serhat Ãelik, Ãzgür Ulusoy
Translating natural language questions into SQL has become a core challenge in enabling non-technical users to query databases. While recent work has explored large-scale synthetic…
Crowd: A Social Network Simulation Framework
Ann Nedime Nese Rende, Tolga Yilmaz, Ãzgür Ulusoy
To observe how individual behavior shapes a larger community's actions, agent-based modeling and simulation (ABMS) has been widely adopted by researchers in social sciences, econom…
Negotiating Comfort: Simulating Personality-Driven LLM Agents in Shared Residential Social Networks
Ann Nedime Nese Rende, Tolga Yilmaz, Ãzgür Ulusoy
We use generative agents powered by large language models (LLMs) to simulate a social network in a shared residential building, driving the temperature decisions for a central heat…
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL
Hasan Alp CaferoÄlu, Ãzgür Ulusoy
Translating Natural Language Queries into Structured Query Language (Text-to-SQL or NLQ-to-SQL) is a critical task extensively studied by both the natural language processing and d…