Author

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

This work finds that utilizing chat templates renders the model more compliant with harmful queries compared to a non-chat template, and shows that using a non-chat template during distillation better preserves the base student's internal representations, while chat template distillation induces a larger representation...

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

#artificial intelligence Preprint Aug 2026

Authority Bias in Conversational Search Engines for Academic Paper Recommendation

The experiments show that authority bias is substantial and directional, varies markedly across models, and is only partially addressable through prompt-level debiasing, and document a say-do gap.

Uthman Jinadu, Parsa Ghazvinian, Anjila Budathoki 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. · arXiv.org · 0 citations