Natural Language Processing

A Multi-Dimensional Evaluation of Explainability in Media Bias Detection
Detecting media bias automatically is difficult because biased framing is often subtle, yet in domains such as news analysis, accurate …
Ting Chen, Chengjun Zhang, Benjamin M. Ampel, Sagar Samtani
Last updated on Sep 3, 2026
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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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