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Finmteb: Finance Massive Text Embedding Benchmark: Yixuan Tang, Yi Yang by shichenyang777 is a document available to read on EtoBox.

What is Finmteb: Finance Massive Text Embedding Benchmark: Yixuan Tang, Yi Yang about?

The Finance Massive Text Embedding Benchmark (FinMTEB) is introduced as a specialized evaluation framework for embedding models in the financial domain, comprising 64 datasets across seven tasks in both Chinese and English. The study reveals that domain-adapted models, such as Fin-E5, outperform general-purpose models, and highlights the limitations of current dense embedding techniques in capturing complex financial semantics. FinMTEB aims to provide crucial insights and a robust evaluation for developing

Author

shichenyang777

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EN