11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.CL2017
Prior-aware Dual Decomposition: Document-specific Topic Inference for Spectral Topic Models
Moontae Lee, David Bindel, David Mimno
Spectral topic modeling algorithms operate on matrices/tensors of word co-occurrence statistics to learn topic-specific word distributions. This approach removes the dependence on…
cs.CL2017★ 11 cited
Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference
Moontae Lee, David Mimno
The anchor words algorithm performs provably efficient topic model inference by finding an approximate convex hull in a high-dimensional word co-occurrence space. However, the exis…