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cs.LG2026
Will the Judge Flip? Predicting Position-Sensitive LLM Judgments from Residual Stream Activations
Hashmath Shaik, Gnaneswar Villuri, Alex Doboli
The order in which candidate responses are presented can change an LLM judge's verdict. Detecting such a position flip ordinarily requires judging each pair in both orders, which d…
cs.LG2024★ 1 cited
An Overview and Discussion of the Suitability of Existing Speech Datasets to Train Machine Learning Models for Collective Problem Solving
Gnaneswar Villuri, Alex Doboli
This report characterized the suitability of existing datasets for devising new Machine Learning models, decision making methods, and analysis algorithms to improve Collaborative P…