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Prior-aware Dual Decomposition: Document-specific Topic Inference for Spectral Topic Models.

, , and . CoRR, (2017)

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Care and Feeding of Topic Models., , and . Handbook of Mixed Membership Models and Their Applications, Chapman and Hall/CRC, (2014)Mixtures of hierarchical topics with Pachinko allocation., , and . ICML, volume 227 of ACM International Conference Proceeding Series, page 633-640. ACM, (2007)Reconstructing Pompeian Households.. UAI, page 506-513. AUAI Press, (2011)Expertise modeling for matching papers with reviewers., and . KDD, page 500-509. ACM, (2007)Optimizing Semantic Coherence in Topic Models., , , , and . EMNLP, page 262-272. ACL, (2011)Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference., and . EMNLP, page 1319-1328. ACL, (2014)Polylingual Topic Models., , , , and . EMNLP, page 880-889. ACL, (2009)Services for a customizable authority linking environment., and . JCDL, page 420. ACM, (2004)Comparing Apples to Apple: The Effects of Stemmers on Topic Models., and . Trans. Assoc. Comput. Linguistics, (2016)Pulling Out the Stops: Rethinking Stopword Removal for Topic Models., , and . EACL (2), page 432-436. Association for Computational Linguistics, (2017)