2 papers
cs.CL2026
KG2Cypher: Data-Centric Pipeline for Building Enterprise Text-to-Cypher Systems
Minjun Choi, Yerin Kim, Junghyuk Seo +3
Enterprise Knowledge Graphs (KGs) are increasingly used for internal search, analytics, and question answering, but building natural-language interfaces for private enterprise grap…
cs.CL2026
G-Long: Graph-Enhanced Memory Management for Efficient Long-Term Dialogue Agents
Minjun Choi, Yoonjin Jang, Sangwon Youn +1
While Large Language Models (LLMs) have advanced open-domain dialogue systems, maintaining long-term consistency remains a challenge due to inherent limitations in long-context rea…