Natural-Language-Inference on Cognaptus https://cognaptus.com/tags/natural-language-inference/ Recent content in Natural-Language-Inference on Cognaptus Hugo -- 0.145.0 en-us Mon, 18 Aug 2025 00:00:00 +0000 Knows the Facts, Misses the Plot: LLMs’ Knowledge–Reasoning Split in Clinical NLI https://cognaptus.com/blog/2025-08-18-knows-the-facts-misses-the-plot-llms-knowledgereasoning-split-in-clinical-nli/ Mon, 18 Aug 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-08-18-knows-the-facts-misses-the-plot-llms-knowledgereasoning-split-in-clinical-nli/ A clinical NLI benchmark shows that LLMs can recall the right medical facts while failing to apply them in structured reasoning.