no code implementations • 16 Nov 2020 • Jingjing Gong, Hang Yan, Yining Zheng, Xipeng Qiu, Xuanjing Huang
A lot of natural language processing problems need to encode the text sequence as a fix-length vector, which usually involves aggregation process of combining the representations of all the words, such as pooling or self-attention.
1 code implementation • ACL 2020 • Danqing Wang, PengFei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang
An intuitive way is to put them in the graph-based neural network, which has a more complex structure for capturing inter-sentence relationships.