3 papers
cs.CL2026
Liars' Bench: Evaluating Lie Detectors for Language Models
Kieron Kretschmar, Walter Laurito, Sharan Maiya +1
Prior work has introduced techniques for detecting when large language models (LLMs) lie, that is, generate statements they believe are false. However, these techniques are typical…
cs.CL2025
AI-AI Bias: large language models favor communications generated by large language models
Walter Laurito, Benjamin Davis, Peli Grietzer +3
Are large language models (LLMs) biased in favor of communications produced by LLMs, leading to possible antihuman discrimination? Using a classical experimental design inspired by…
cs.AI2024
Cluster-norm for Unsupervised Probing of Knowledge
Walter Laurito, Sharan Maiya, Grégoire Dhimoïla +3
The deployment of language models brings challenges in generating reliable information, especially when these models are fine-tuned using human preferences. To extract encoded know…