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Self-Generated Text Recognition: Quality Heuristics, Cross-Task Transfer, and Downstream Bias in LLM Evaluation

arXiv cs.CL ↗ · 2026-08-28 Cached

This paper examines Self-Generated Text Recognition (SGTR) in large language models, revealing that evaluation design choices affect accuracy and that training for SGTR can induce self-preference biases, highlighting key implications for AI safety.

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