4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.CL2020★ 4 cited
TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling
Shuai Zhang, Peng Zhang, Xindian Ma +3
Transformer has been widely-used in many Natural Language Processing (NLP) tasks and the scaled dot-product attention between tokens is a core module of Transformer. This attention…
cs.CL2019
A Tensorized Transformer for Language Modeling
Xindian Ma, Peng Zhang, Shuai Zhang +4
Latest development of neural models has connected the encoder and decoder through a self-attention mechanism. In particular, Transformer, which is solely based on self-attention, h…
cs.CL2019
A Generalized Language Model in Tensor Space
Lipeng Zhang, Peng Zhang, Xindian Ma +3
In the literature, tensors have been effectively used for capturing the context information in language models. However, the existing methods usually adopt relatively-low order ten…