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cs.CL2026
DA-RAC: Distance-Aware Calibration of LLM Judges for Trustworthy AI Auditing
Cheng Wu, Vishal Anand, Jaya Krishna Mandivarapu +2
Generative AI systems are increasingly producing real-world artifacts, however their efficacy and validity are often evaluated via context-free LLM-scoring. These judges can be mis…
cs.CL2024
Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders
Xiaofeng Zhu, Jaya Krishna Mandivarapu
Although people are impressed by the content generation skills of large language models, the use of LLMs, such as ChatGPT, is limited by the domain grounding of the content. The co…