Shared Doubt: Zero-Shot Cross-Lingual Confidence Estimation for Language Models

Athina Kyriakou, Dennis Ulmer, Ivan Titov

Confidence estimation (CE), i.e., quantifying the reliability of a model's prediction, has attracted great interest in the context of large language models (LLMs). However, most st…