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Yue Huang · Hang Hua · Yujun Zhou · Pengcheng Jing · Manish Nagireddy · Inkit Padhi · Greta Dolcetti · Zhangchen Xu · Subhajit Chaudhury · Ambrish Rawat · Liubov Nedoshivina · Pin-Yu Chen · Prasanna Sattigeri · Xiangliang Zhang
Abinitha Gourabathina · Inkit Padhi · Manish Nagireddy · Subhajit Chaudhury · Prasanna Sattigeri
For Large Language Models (LLMs) to be reliably deployed, models must effectively know when not to answer: abstain. Reasoning models, in particular, have gained attention for impressive performance on complex tasks. However, reasoning models have been shown to have worse abstention abilities. Tak...