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Benjamin M. Ampel

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#natural language process... Preprint Sep 2026

Understanding the Role of Prompt Template in Knowledge Distillation for Safety Alignment

Prior research has demonstrated that the choice of prompt template during Supervised Fine-Tuning (SFT) significantly impacts the robustness of safety alignment afterwards. However, the influence of template selection during Knowledge Distillation (KD) from teacher to student remains largely unexplored. Thus, we fill th...

Anjila Budathoki, Manish Dhakal, Benjamin M. Ampel et al. · 0 citations
2026

A Multi-Dimensional Evaluation of Explainability in Media Bias Detection

It is suggested that predictive performance, attribution plausibility, and mechanistic faithfulness characterize different aspects of model behavior and should be evaluated separately when studying explainability in media bias detection.

Tinghao Chen, Raina Zhang, Benjamin M. Ampel et al. · 0 citations

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