FairSynth: Instrument-Relative Evaluation and Calibration of LLM Survey Simulations for Measurement Fairness (CCF B)
Published in Findings of the Association for Computational Linguistics: EMNLP 2026, 2026
Accepted to Findings of the Association for Computational Linguistics: EMNLP 2026.
Keywords: LLM survey simulations, measurement fairness, survey instruments, calibration, evaluation
Track: Findings
Recommended citation: Fan, G., Liu, D., Guo, Q., Niu, X., & Pan, L. (2026). FairSynth: Instrument-Relative Evaluation and Calibration of LLM Survey Simulations for Measurement Fairness. In Findings of the Association for Computational Linguistics: EMNLP 2026. Accepted.