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@@ -183,7 +183,7 @@ model = AutoModel.from_pretrained("nlpaueb/sec-bert-base")
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  ## Publication
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  The model has been officially released with the following article:<br>
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- **"FiNER: Financial Numeric Entity Recognition for XBRL Tagging"**<br>
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  Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos and George Paliouras<br>
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  In the Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022) (Long Papers), Dublin, Republic of Ireland, May 22 - 27, 2022
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  ## Publication
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  The model has been officially released with the following article:<br>
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+ **["FiNER: Financial Numeric Entity Recognition for XBRL Tagging"](https://arxiv.org/abs/2203.06482)**<br>
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  Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos and George Paliouras<br>
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  In the Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022) (Long Papers), Dublin, Republic of Ireland, May 22 - 27, 2022
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