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Hanchen Su

2 accepted papers

2025

Cypher-RI: Reinforcement Learning for Integrating Schema Selection into Cypher Generation

NeurIPS 2025poster

The increasing utilization of graph databases across various fields stems from their capacity to represent intricate interconnections. Nonetheless, exploiting the full capabilities of graph databases continues to be a significant hurdle, largely because of the inherent difficulty in translating natu…

Cited by 0SourceScholar
2025

LLM-Friendly Knowledge Representation for Customer Support

COLING 2025industry

We propose a practical approach by integrating Large Language Models (LLMs) with a framework designed to navigate the complexities of Airbnb customer support operations. In this paper, our methodology employs a novel reformatting technique, the Intent, Context, and Action (ICA) format, which transfo…

Cited by 2SourcePDFScholar