From Unreliable to Usable: Decomposing Failure Modes and Confidence Signals in LLM Entity Extraction

From Unreliable to Usable: Decomposing Failure Modes and Confidence Signals in LLM Entity Extraction. It centres on Benchmarks, and also names DeepSeek and GPT. Reported by arXiv. Bharat Hunt files it under AI Models — the section covering a new or updated model, its capabilities, benchmarks or availability.

Written by Bharat Hunt from the headline and the coverage below. The original reporting is the source of truth.