ICML-Poolingformer Long Document Modeling with Pooling Attention

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Poolingformer: Long Document Modeling with Pooling Attention

  Hang Zhang 1 2 Yeyun Gong 3 Yelong Shen 4 Weisheng Li 5 Jiancheng Lv 1 Nan Duan 3 Weizhu Chen 4

            Abstract
   In this paper, we introduce a two-level attention
   schema, Poolingformer, for long document mod-
   eling. Its first level uses a smaller sliding window
   pattern to aggregate information from neighbors.
   Its second level employs a larger window to in-
   crease receptive fields with pooling attention to
   r ...

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关键词：Attention Modeling Document Pooling DOCUME