224 citations · 3.2k across the 170 of their papers we have counts for
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cs.CL2016★ 17 cited
PSDVec: a Toolbox for Incremental and Scalable Word Embedding
Shaohua Li, Jun Zhu, Chunyan Miao
PSDVec is a Python/Perl toolbox that learns word embeddings, i.e. the mapping of words in a natural language to continuous vectors which encode the semantic/syntactic regularities…
cs.CL2016★ 5 cited
Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs)
Shaohua Li, Tat-Seng Chua, Jun Zhu +1
Word embedding maps words into a low-dimensional continuous embedding space by exploiting the local word collocation patterns in a small context window. On the other hand, topic mo…