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Speaking in Self-Assessing Tongues: On the Verbalized Confidence of LLMs in Machine Translation

arXiv cs.CL · 2026-06-17 Cached

This paper investigates verbalized methods for extracting LLM confidence in machine translation outputs, comparing them with internal token probabilities. The study finds that while both approaches perform similarly in error detection and calibration, there is little correlation between internal and verbalized confidence measures.

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