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Lmsoc: a socially sensitive pre training method

2022-06-28 01:41:00 【coast_ s】

Document address ：https://arxiv.org/pdf/2110.10319.pdf
The social context （ It feels a bit like world knowledge ) Considering NLP In the model of , Based on the social context of time and geographical location, the data set and baseline comparison are constructed , stay MRR The improvement on the exceeds 100%.
The implementation of the model is very simple , Just embed the social context information with the method of graph , Then it was simply added to BERT In the input of .

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