GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases

Understand

Gene set knowledge discovery is essential for advancing human functional genomics.

• Recent studies have shown promising performance by harnessing the power of Large Language Models (LLMs) on this task.
• Nonetheless, their results are subject to several limitations common in LLMs such as hallucinations.
• In response, we present GeneAgent, a first-of-its-kind language agent featuring self-verification capability.