224 citations · 3.2k across the 170 of their papers we have counts for
Showing 2015 · cs.CLShow all
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cs.CL2015★ 2 cited
Jointly Modeling Topics and Intents with Global Order Structure
Bei Chen, Jun Zhu, Nan Yang +3
Modeling document structure is of great importance for discourse analysis and related applications. The goal of this research is to capture the document intent structure by modelin…
cs.CL2015★ 1 cited
Building Memory with Concept Learning Capabilities from Large-scale Knowledge Base
Jiaxin Shi, Jun Zhu
We present a new perspective on neural knowledge base (KB) embeddings, from which we build a framework that can model symbolic knowledge in the KB together with its learning proces…
cs.CL2015
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Shaohua Li, Jun Zhu, Chunyan Miao
Most existing word embedding methods can be categorized into Neural Embedding Models and Matrix Factorization (MF)-based methods. However some models are opaque to probabilistic in…