2 papers
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…
cs.CL2018
A Quantum Many-body Wave Function Inspired Language Modeling Approach
Peng Zhang, Zhan Su, Lipeng Zhang +2
The recently proposed quantum language model (QLM) aimed at a principled approach to modeling term dependency by applying the quantum probability theory. The latest development for…