Teaching and Evaluating LLMs to Reason About Polymer Design Related Tasks 事件

Teaching and Evaluating LLMs to Reason About Polymer Design Related Tasks arXiv:2601.16312v3 Announce Type: replace Abstract: Research in AI4Science has shown promise in many science applications, including polymer design. However, current LLMs are ineffective in this problem space because: (i) most models lack polymer-specific knowledge, and (ii) existing aligned models have limited coverage of knowledge and capabilities relevant to polymer design. Addressing this, we introduce PolyBench, a la