David M. Mimno

49 papers A* 13A 2B 1Journal 17Unranked 15

Year	Rank	Type	Title / Venue / Authors
2018	J	`jnl`	Learning topic models - provably and efficiently. Commun. ACM Sanjeev Arora, Rong Ge, Yoni Halpern, David M. Mimno, Ankur Moitra, David A. Sontag, Yichen Wu, Michael Zhu
2018	—	`conf`	Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets. NAACL-HLT Jack Hessel, David M. Mimno, Lillian Lee
2018	J	`jnl`	Quantifying the visual concreteness of words and topics in multimodal datasets. CoRR Jack Hessel, David M. Mimno, Lillian Lee
2017	J	`jnl`	Applications of Topic Models. Found. Trends Inf. Retr. Jordan L. Boyd-Graber, Yuening Hu, David M. Mimno
2017	A*	`conf`	Cats and Captions vs. Creators and the Clock: Comparing Multimodal Content to Context in Predicting Relative Popularity. WWW Jack Hessel, Lillian Lee, David M. Mimno
2017	J	`jnl`	Cats and Captions vs. Creators and the Clock: Comparing Multimodal Content to Context in Predicting Relative Popularity. CoRR Jack Hessel, Lillian Lee, David M. Mimno
2017	J	`jnl`	Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence? J. Assoc. Inf. Sci. Technol. Eric P. S. Baumer, David M. Mimno, Shion Guha, Emily Quan, Geri K. Gay
2017	J	`jnl`	Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference. CoRR Moontae Lee, David M. Mimno
2017	J	`jnl`	Prior-aware Dual Decomposition: Document-specific Topic Inference for Spectral Topic Models. CoRR Moontae Lee, David Bindel, David M. Mimno
2017	—	`conf`	Pulling Out the Stops: Rethinking Stopword Removal for Topic Models. EACL (2) Alexandra Schofield, Måns Magnusson, David M. Mimno
2017	A*	`conf`	Quantifying the Effects of Text Duplication on Semantic Models. EMNLP Alexandra Schofield, Laure Thompson, David M. Mimno
2017	A*	`conf`	The strange geometry of skip-gram with negative sampling. EMNLP David M. Mimno, Laure Thompson
2016	—	`conf`	Beyond Exchangeability: The Chinese Voting Process. NIPS Moontae Lee, Seok Hyun Jin, David M. Mimno
2016	J	`jnl`	Beyond Exchangeability: The Chinese Voting Process. CoRR Moontae Lee, Seok Hyun Jin, David M. Mimno
2016	J	`jnl`	Comparing Apples to Apple: The Effects of Stemmers on Topic Models. Trans. Assoc. Comput. Linguistics Alexandra Schofield, David M. Mimno
2016	B	`conf`	Machine Learning and Grounded Theory Method: Convergence, Divergence, and Combination. GROUP Michael J. Muller, Shion Guha, Eric P. S. Baumer, David M. Mimno, N. Sadat Shami
2016	J	`jnl`	Robust Spectral Inference for Joint Stochastic Matrix Factorization. CoRR Moontae Lee, David Bindel, David M. Mimno
2015	A*	`conf`	Evaluation methods for unsupervised word embeddings. EMNLP Tobias Schnabel, Igor Labutov, David M. Mimno, Thorsten Joachims
2015	—	`conf`	Robust Spectral Inference for Joint Stochastic Matrix Factorization. NIPS Moontae Lee, David Bindel, David M. Mimno
2015	J	`jnl`	What do Vegans do in their Spare Time? Latent Interest Detection in Multi-Community Networks. CoRR Jack Hessel, Alexandra Schofield, Lillian Lee, David M. Mimno
2014	—	`ch.`	Care and Feeding of Topic Models. Handbook of Mixed Membership Models and Their Applications Jordan L. Boyd-Graber, David M. Mimno, David Newman
2014	A*	`conf`	Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference. EMNLP David M. Mimno, Moontae Lee
2013	—	`conf`	A Practical Algorithm for Topic Modeling with Provable Guarantees. ICML (2) Sanjeev Arora, Rong Ge, Yonatan Halpern, David M. Mimno, Ankur Moitra, David A. Sontag, Yichen Wu, Michael Zhu
2012	J	`jnl`	A Practical Algorithm for Topic Modeling with Provable Guarantees CoRR Sanjeev Arora, Rong Ge, Yoni Halpern, David M. Mimno, Ankur Moitra, David A. Sontag, Yichen Wu, Michael Zhu
2012	J	`jnl`	Computational historiography: Data mining in a century of classics journals. ACM Journal on Computing and Cultural Heritage David M. Mimno
2012	J	`jnl`	Reconstructing Pompeian Households CoRR David M. Mimno
2012	—	`conf`	Scalable Inference of Overlapping Communities. NIPS Prem Gopalan, David M. Mimno, Sean Gerrish, Michael J. Freedman, David M. Blei
2012	A*	`conf`	Sparse stochastic inference for latent Dirichlet allocation. ICML David M. Mimno, Matthew D. Hoffman, David M. Blei
2012	J	`jnl`	Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression CoRR David M. Mimno, Andrew McCallum
2012	—	`conf`	Topic models for taxonomies. JCDL Anton Bakalov, Andrew McCallum, Hanna M. Wallach, David M. Mimno
2011	A*	`conf`	Bayesian Checking for Topic Models. EMNLP David M. Mimno, David M. Blei
2011	A*	`conf`	Optimizing Semantic Coherence in Topic Models. EMNLP David M. Mimno, Hanna M. Wallach, Edmund M. Talley, Miriam Leenders, Andrew McCallum
2011	A	`conf`	Reconstructing Pompeian Households. UAI David M. Mimno
2009	J	`jnl`	Classics in the Million Book Library. Digit. Humanit. Q. Gregory R. Crane, Alison Babeu, David Bamman, Thomas M. Breuel, Lisa Cerrato, Daniel Deckers, Anke Lüdeling, David M. Mimno, Rashmi Singhal, David A. Smith, Amir Zeldes
2009	A*	`conf`	Efficient methods for topic model inference on streaming document collections. KDD Limin Yao, David M. Mimno, Andrew McCallum
2009	A*	`conf`	Evaluation methods for topic models. ICML Hanna M. Wallach, Iain Murray, Ruslan Salakhutdinov, David M. Mimno
2009	A*	`conf`	Polylingual Topic Models. EMNLP David M. Mimno, Hanna M. Wallach, Jason Naradowsky, David A. Smith, Andrew McCallum
2009	—	`conf`	Rethinking LDA: Why Priors Matter. NIPS Hanna M. Wallach, David M. Mimno, Andrew McCallum
2008	—	`conf`	InterNano: e-Science for the Nanomanufacturing Community. eScience Rebecca Reznik-Zellen, Bob Stevens, Michael Thorn, Jeff Morse, Mark D. Smucker, James Allan, David M. Mimno, Andrew McCallum, Mark Tuominen
2008	A	`conf`	Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression. UAI David M. Mimno, Andrew McCallum
2007	A*	`conf`	Expertise modeling for matching papers with reviewers. KDD David M. Mimno, Andrew McCallum
2007	—	`conf`	Mining a digital library for influential authors. JCDL David M. Mimno, Andrew McCallum
2007	A*	`conf`	Mixtures of hierarchical topics with Pachinko allocation. ICML David M. Mimno, Wei Li, Andrew McCallum
2007	—	`conf`	Organizing the OCA: learning faceted subjects from a library of digital books. JCDL David M. Mimno, Andrew McCallum
2006	—	`conf`	Beyond Digital Incunabula: Modeling the Next Generation of Digital Libraries. ECDL Gregory R. Crane, David Bamman, Lisa Cerrato, Alison Jones, David M. Mimno, Adrian Packel, David Sculley, Gabriel A. Weaver
2006	—	`conf`	Bibliometric impact measures leveraging topic analysis. JCDL Gideon S. Mann, David M. Mimno, Andrew McCallum
2005	—	`conf`	Finding a catalog: generating analytical catalog records from well-structured digital texts. JCDL David M. Mimno, Alison Jones, Gregory R. Crane
2005	J	`jnl`	Hierarchical Catalog Records: Implementing a FRBR Catalog. D Lib Mag. David M. Mimno, Gregory R. Crane, Alison Jones
2004	—	`conf`	Services for a customizable authority linking environment. JCDL M. S. Patton, David M. Mimno