Measuring Anti-Americanism with Multilingual LLMs

• In Event: Machine Learning Applications

Brief Overview

Testing 8 multilingual LLMs on Turkish anti-Americanism detection: zero-shot prompting maximizes accuracy, while full codebook improves calibration and cultural nuance. Turkish-specialized models show no consistent advantage over general models.

Author

• Yunus Emre Tapan, Northeastern University