24 citations · 40 across the 9 of their papers we have counts for
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cs.CL2024★ 1 cited
Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
Jianhui Chen, Xiaozhi Wang, Zijun Yao +3
Large language models (LLMs) excel in various capabilities but pose safety risks such as generating harmful content and misinformation, even after safety alignment. In this paper,…
cs.LG2024
Root Causing Prediction Anomalies Using Explainable AI
Ramanathan Vishnampet, Rajesh Shenoy, Jianhui Chen +1
This paper presents a novel application of explainable AI (XAI) for root-causing performance degradation in machine learning models that learn continuously from user engagement dat…