Developing a Reliable, General-Purpose Hallucination Detection and Mitigation Service: Insights and Lessons Learned.
Song WangXun WangJie MeiYujia XieSean MuarrayZhang LiLingfeng WuSi-Qing ChenWayne XiongPublished in: CoRR (2024)
Keyphrases
- lessons learned
- general purpose
- future directions
- case study
- reliable detection
- participatory design
- special purpose
- domain specific
- detection method
- detection rate
- application specific
- false positives
- automatic detection
- web services
- detection accuracy
- false alarms
- object detection
- service providers
- message delivery
- data sets
- design science
- management system
- detection algorithm
- service oriented
- service discovery
- programming language
- service composition
- loosely coupled
- information services
- customer service
- tightly coupled
- high quality
- cost effective