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Named entity recognition (NER) and relation extraction (RE) are two important tasks in information extraction and retrieval (IE \& IR).
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Table filling multi-task recurrent neural network for joint entity and relation extraction
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Global normalization of convolutional neural networks for joint entity and relation classification
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Joint entity recognition and relation extraction as a multi-head selection problem
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Adversarial training for multi-context joint entity and relation extraction
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