Evidential Transformation Network: Turning Pretrained Models into Evidential Models for Post-hoc Uncertainty Estimation
Yongchan Chun · Chanhee Park · Jeongho Yoon · Jaehyung Seo · Heuiseok Lim
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Yongchan Chun · Chanhee Park · Jeongho Yoon · Jaehyung Seo · Heuiseok Lim
Jeongho Yoon · Chanhee Park · Yongchan Chun · Hyeonseok Moon · Heuiseok Lim
Current LLM-based services typically require users to submit raw text regardless of its sensitivity. While intuitive, such practice introduces substantial privacy risks, as unauthorized access may expose personal, medical, or legal information. Although prior defenses strived to mitigate these ri...
Dongjun Kim · Minhyuk Kim · Yongchan Chun · Chanjun Park · Heuiseok Lim
Large Language Models (LLMs) have demonstrated notable proficiency in both code generation and comprehension across multiple programming languages. However, the mechanisms underlying this proficiency remain underexplored, particularly with respect to whether distinct programming languages are pro...