Baiyun Cui, Yingming Li, Ming Chen, Zhongfei Zhang. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.

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Fine-tune BERT with Sparse Self-Attention Mechanism | Synapse

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Cui et al. (Tue,) studied this question.

synapsesocial.com/papers/6a15a0769b87f33fc69fb688 https://doi.org/https://doi.org/10.18653/v1/d19-1361

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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank2013 · 6,780 citations
2Multi-Task Deep Neural Networks for Natural Language Understanding2019 · 1,054 citations
3SQuAD: 100,000+ Questions for Machine Comprehension of Text2016 · 6,330 citations
4SenTube: A Corpus for Sentiment Analysis on YouTube Social Media2014 · 55 citations
5Information Aggregation via Dynamic Routing for Sequence Encoding2018 · 44 citations