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Finding a catalog: generating analytical catalog records from well-structured digital texts.

, , and . JCDL, page 271-280. ACM, (2005)

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Efficient methods for topic model inference on streaming document collections., , and . KDD, page 937-946. ACM, (2009)Pulling Out the Stops: Rethinking Stopword Removal for Topic Models., , and . EACL (2), page 432-436. Association for Computational Linguistics, (2017)The strange geometry of skip-gram with negative sampling., and . EMNLP, page 2873-2878. Association for Computational Linguistics, (2017)Quantifying the Effects of Text Duplication on Semantic Models., , and . EMNLP, page 2737-2747. Association for Computational Linguistics, (2017)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)