1k citations · 2.7k across the 61 of their papers we have counts for
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cs.CL2017★ 9 cited
Dynamic Compositional Neural Networks over Tree Structure
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Tree-structured neural networks have proven to be effective in learning semantic representations by exploiting syntactic information. In spite of their success, most existing model…
cs.CL2017★ 91 cited
Adversarial Multi-task Learning for Text Classification
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Neural network models have shown their promising opportunities for multi-task learning, which focus on learning the shared layers to extract the common and task-invariant features.…