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COLING-2018-Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning #320

Open BrambleXu opened 3 years ago

BrambleXu commented 3 years ago

Summary:

使用DS标注的数据有incomplete annotation problem和noisy annotation problem。对于前者，使用可以直接在partially data上训练的CRF-PA模型。对于后者，使用强化学习模型来选择positive instances.

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