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Visualizing and Understanding the Effectiveness of BERT

EMNLP/IJCNLP (1), pp.4141-4150, (2019)

Cited by: 39|Views179
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Abstract

Language model pre-training, such as BERT, has achieved remarkable results in many NLP tasks. However, it is unclear why the pre-training-then-fine-tuning paradigm can improve performance and generalization capability across different tasks. In this paper, we propose to visualize loss landscapes and optimization trajectories of fine-tun...More

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