Article

A Comprehensive Evaluation of Large Language Models in Mining Gene Interactions and Pathway Knowledge

2024-01-24

Abstract excerpt

<h4>Background</h4> Understanding complex biological pathways, including gene-gene interactions and gene regulatory networks, is critical for exploring disease mechanisms and drug development. Manual literature curation of biological pathways is useful but cannot keep up with the exponential growth of the literature. Large-scale language models (LLMs), notable for their vast parameter sizes and comprehensive trai...

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Literature Corpus work: 4fac394e-8eb0-50f2-9bf4-abfc66b11afd
DOI: 10.1101/2024.01.21.576542

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