Exploring AI Applications, Cathay Financial Holdings Demonstrates Open-Source Small Language Model for Customer Intent Recognition
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Cathay Financial Holdings announced on June 4, 2025, a proof-of-concept study using an open-source Small Language Model (SLM) to accurately determine customer intent. Initial results show this approach can reduce reliance on complex prompt engineering or vector retrieval modules, simplifying system architecture. The fine-tuned SLM achieved performance close to mainstream closed-source Large Language Models (LLMs) in customer intent tasks. The study used fully synthetic data, avoiding real customer information, to enhance future financial service operational efficiency.