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  A BERT model trained on the synthetic literary NER context retrieval dataset [Amalvy et. al, 2023](https://aclanthology.org/2023.emnlp-main.642/).
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- To use this model, construct a text of the form `NER-sentence [SEP] context-sentence`.
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- The model should predict the positive class if `context-sentence` is useful to predict `NER-sentence`, and the negative class otherwise.
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  # Performance Metrics
 
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  A BERT model trained on the synthetic literary NER context retrieval dataset [Amalvy et. al, 2023](https://aclanthology.org/2023.emnlp-main.642/).
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+ To use this model, construct a text of the form **NER-sentence [SEP] context-sentence**.
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+ The model should predict the positive class if **context-sentence** is useful to predict **NER-sentence**, and the negative class otherwise.
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  # Performance Metrics