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The truth direction in linear probes is robust to writing style and medical specialty but falters dramatically with specific corpus shifts, revealing hidden vulnerabilities in medical QA systems.
Bi-encoder performance hinges on model variant, while cross-encoders maintain a robust edge by jointly encoding record pairs, revealing critical insights for entity matching strategies.
