CogCommon: Enhancing Cross-Domain Knowledge Extraction with LLM-Assisted Commonality Discovery

Chong Hu, Hangwei Qian, Ivor Tsang

Keywords: AI4Science, large language models, knowledge graphs, cross-domain commonality, semiconductor

TL;DR: CogCommon leverages cognitive linguistics to integrate cross-domain knowledge, improving entity extraction and connectivity in semiconductors while maintaining modularity, with notable gains in smaller LLMs.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 266