Beyond Logprobs: A Multi-Signal Confidence Engine for LLM-Based Document Field Extraction
arXiv:2606.24420v1 Announce Type: new Abstract: In high-stakes document processing pipelines, including financial reconciliation, compliance verification, and procurement automation, an LLM extraction