Robustness Evaluation

Reconsidering LLM Uncertainty Estimation Methods in the Wild
This paper studies practical deployment challenges for LLM uncertainty estimation beyond standard short-form QA evaluation. It analyzes …
Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy
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