38 citations · 56 across the 16 of their papers we have counts for
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cs.AI2026
Refusal-Gated Decoding: Preserving Refusal Behavior Under High-Temperature Sampling
Phillip Howard, Xin Su, Allen Roush +3
Recent advances in truncation-based sampling have helped mitigate drawbacks of high-temperature sampling such as neural text degeneration, thereby enabling greater diversity withou…
cs.AI2025
Towards Transparent AI Grading: Semantic Entropy as a Signal for Human-AI Disagreement
Karrtik Iyer, Manikandan Ravikiran, Prasanna Pendse +1
Automated grading systems can efficiently score short-answer responses, yet they often fail to indicate when a grading decision is uncertain or potentially contentious. We introduc…