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With growing global actions toward climate changes, green finance receives large attention in recent literature. It is though conceptually unclear, with no consensus achieved on its definition among researchers. This paper provides a brief review of the recent advances in green finance research. It uses a bibliometric analysis approach to summarize the status quo and development trends of green finance. We assist establishing a solid conceptual base and guidance to future research directions.