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README.md

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 ## Dataset Description
 
-- **Homepage:** https://github.com/nlpaueb/finer
-- **Repository:** https://github.com/nlpaueb/finer
-- **Paper:** https://arxiv.org/abs/2203.06482
+- **Homepage:** [FiNER](https://github.com/nlpaueb/finer)
+- **Repository:** [FiNER](https://github.com/nlpaueb/finer)
+- **Paper:** [FiNER: Financial Numeric Entity Recognition for XBRL Tagging](https://arxiv.org/abs/2203.06482)
 - **Point of Contact:** [Manos Fergadiotis](mailto:[email protected])
 
 ### Dataset Summary