43 citations · 50 across the 2 of their papers we have counts for
2 papers
cs.CL2016★ 7 cited
Word and Document Embeddings based on Neural Network Approaches
Siwei Lai
Data representation is a fundamental task in machine learning. The representation of data affects the performance of the whole machine learning system. In a long history, the repre…
cs.CL2015★ 43 cited
How to Generate a Good Word Embedding?
Siwei Lai, Kang Liu, Liheng Xu +1
We analyze three critical components of word embedding training: the model, the corpus, and the training parameters. We systematize existing neural-network-based word embedding alg…