77 citations · 146 across the 8 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.CL2017★ 22 cited
Neural Language Modeling by Jointly Learning Syntax and Lexicon
Yikang Shen, Zhouhan Lin, Chin-Wei Huang +1
We propose a neural language model capable of unsupervised syntactic structure induction. The model leverages the structure information to form better semantic representations and…
cs.CL2017★ 3 cited
Self-organized Hierarchical Softmax
Yikang Shen, Shawn Tan, Chrisopher Pal +1
We propose a new self-organizing hierarchical softmax formulation for neural-network-based language models over large vocabularies. Instead of using a predefined hierarchical struc…