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README.md
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The historical multilingual named entity linking (NEL) model is based on mGENRE (multilingual Generative ENtity REtrieval) system as presented in [Multilingual Autoregressive Entity Linking](https://arxiv.org/abs/2103.12528). mGENRE uses a sequence-to-sequence approach to entity retrieval (e.g., linking), based on finetuned [mBART](https://arxiv.org/abs/2001.08210) architecture.
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GENRE performs retrieval generating the unique entity name conditioned on the input text using constrained beam search to only generate valid identifiers.
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This model was finetuned on the following datasets.
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| Dataset alias | README | Document type | Languages | Suitable for | Project | License |
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The historical multilingual named entity linking (NEL) model is based on mGENRE (multilingual Generative ENtity REtrieval) system as presented in [Multilingual Autoregressive Entity Linking](https://arxiv.org/abs/2103.12528). mGENRE uses a sequence-to-sequence approach to entity retrieval (e.g., linking), based on finetuned [mBART](https://arxiv.org/abs/2001.08210) architecture.
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GENRE performs retrieval generating the unique entity name conditioned on the input text using constrained beam search to only generate valid identifiers.
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This model was finetuned on the [HIPE-2022 dataset](https://github.com/hipe-eval/HIPE-2022-data), composed of the following datasets.
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| Dataset alias | README | Document type | Languages | Suitable for | Project | License |
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