Large Language Models

Authority Bias in Conversational Search Engines for Academic Paper Recommendation
Large Language Models (LLMs) are increasingly used as conversational search engines for academic literature, yet whether they judge …
Uthman Jinadu, Parsa Ghazvinian, Anjila Budathoki, Benjamin M. Ampel, Rajshekhar Sunderraman, Yi Ding
Last updated on Aug 31, 2026
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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 …
Anjila Budathoki, Manish Dhakal, Benjamin M. Ampel, Yi Ding
Last updated on Aug 31, 2026
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A Domain-Adaptive Soft Prompting Framework for Multi-Type Bias Detection in News
Advances in Large Language Models (LLMs) have enabled new opportunities to automate media analysis and improve collaborative social …
Chengjun Zhang, Benjamin M. Ampel, Sagar Samtani
Last updated on Jun 9, 2026
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Automatic Extraction of Protected Health Information from Multilingual Hacker Communities
Protected Health Information (PHI, e.g., electronic health records, insurance information) is increasingly stolen in data breaches by …
Cade Dacosta, Benjamin M. Ampel, Matthew Hashim, Hsinchun Chen
Last updated on Jun 9, 2026
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Large Language Models for Infrastructure as Code Vulnerability Remediation
The growing reliance on Infrastructure as Code (IaC) has streamlined cloud provisioning but introduced new security challenges due to …
Raul Reyes, Benjamin M. Ampel, Hsinchun Chen
Last updated on Sep 14, 2026
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