7 citations · 16 across the 7 of their papers we have counts for
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cs.LG2025★ 7 cited
Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models
Prasenjit Dey, Srujana Merugu, Sivaramakrishnan Kaveri
Large Language Models (LLMs) are known to hallucinate and generate non-factual outputs which can undermine user trust. Traditional methods to directly mitigate hallucinations, such…
cs.LG2023★ 2 cited
Leveraging Uncertainty Estimates To Improve Classifier Performance
Gundeep Arora, Srujana Merugu, Anoop Saladi +1
Binary classification involves predicting the label of an instance based on whether the model score for the positive class exceeds a threshold chosen based on the application requi…