Measuring Self-Rating Bias in LLM-Generated Survey Data: A Semantic Similarity Framework for Independent Scale Mapping

arXiv:2602.13862v2 Announce Type: replace Abstract: Synthetic survey data generated by large language models (LLMs) suffers from a fundamental circularity: the same model family that generates text responses also maps them to numerical scales. We calibrate and validate Semanti...

🔗 Read more: https://arxiv.org/abs/2602.13862

#News #AI #Psychology #Software #Policy #Biology #Academic