2 papers
cs.AI2025
Multi-turn Natural Language to Graph Query Language Translation
Yuanyuan Liang, Lei Pan, Tingyu Xie +2
In recent years, research on transforming natural language into graph query language (NL2GQL) has been increasing. Most existing methods focus on single-turn transformation from NL…
cs.AI2025
ProKG-Dial: Progressive Multi-Turn Dialogue Construction with Domain Knowledge Graphs
Yuanyuan Liang, Xiaoman Wang, Tingyu Xie +1
Current large language models (LLMs) excel at general NLP tasks but often lack domain specific precision in professional settings. Building a high quality domain specific multi tur…