From Papers to Mechanisms: An Evidence-Grounded Knowledge Substrate for Scientific Language Models

Qiuhui Chen, Yibo Liu, Tao Dai +3

Scientific language models often access literature through untyped text chunks, which fragment the functional and evidential structure required for mechanism-rich questions. We int…