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20172021
most citeddna2vec: Consistent vector representations of variable-length k-mers

147 citations · 225 across the 7 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

cs.CL2019★ 40 cited

Universal Text Representation from BERT: An Empirical Study

Xiaofei Ma, Zhiguo Wang, Patrick Ng +2

We present a systematic investigation of layer-wise BERT activations for general-purpose text representations to understand what linguistic information they capture and how transfe…

cs.CL2019★ 24 cited

Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering

Zhiguo Wang, Patrick Ng, Xiaofei Ma +2

BERT model has been successfully applied to open-domain QA tasks. However, previous work trains BERT by viewing passages corresponding to the same question as independent training…