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The large-scale structure of semantic networks: statistical analyses and a model of semantic growth.

Steyvers M, Tenenbaum JB. Steyvers M, et al. Cogn Sci. 2005 Jan 2;29(1):41-78. doi: 10.1207/s15516709cog2901_3. Cogn Sci. 2005. PMID: 21702767

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Probabilistic inference in human semantic memory.

Steyvers M, Griffiths TL, Dennis S. Steyvers M, et al. Trends Cogn Sci. 2006 Jul;10(7):327-34. doi: 10.1016/j.tics.2006.05.005. Epub 2006 Jun 21. Trends Cogn Sci. 2006. PMID: 16793324

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Inferring expertise in knowledge and prediction ranking tasks.

Lee MD, Steyvers M, de Young M, Miller B. Lee MD, et al. Among authors: steyvers m. Top Cogn Sci. 2012 Jan;4(1):151-63. doi: 10.1111/j.1756-8765.2011.01175.x. Top Cogn Sci. 2012. PMID: 22253187

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The wisdom of the crowd in combinatorial problems.

Yi SK, Steyvers M, Lee MD, Dry MJ. Yi SK, et al. Among authors: steyvers m. Cogn Sci. 2012 Apr;36(3):452-70. doi: 10.1111/j.1551-6709.2011.01223.x. Epub 2012 Jan 23. Cogn Sci. 2012. PMID: 22268680

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Combining background knowledge and learned topics.

Steyvers M, Smyth P, Chemuduganta C. Steyvers M, et al. Top Cogn Sci. 2011 Jan;3(1):18-47. doi: 10.1111/j.1756-8765.2010.01097.x. Epub 2010 May 27. Top Cogn Sci. 2011. PMID: 25164174

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A Bayesian account of reconstructive memory.

Hemmer P, Steyvers M. Hemmer P, et al. Among authors: steyvers m. Top Cogn Sci. 2009 Jan;1(1):189-202. doi: 10.1111/j.1756-8765.2008.01010.x. Top Cogn Sci. 2009. PMID: 25164805

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Modeling the Covariance Structure of Complex Datasets Using Cognitive Models: An Application to Individual Differences and the Heritability of Cognitive Ability.

Evans NJ, Steyvers M, Brown SD. Evans NJ, et al. Among authors: steyvers m. Cogn Sci. 2018 Jun 5. doi: 10.1111/cogs.12627. Online ahead of print. Cogn Sci. 2018. PMID: 29873105

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Topics in semantic representation.

Griffiths TL, Steyvers M, Tenenbaum JB. Griffiths TL, et al. Among authors: steyvers m. Psychol Rev. 2007 Apr;114(2):211-44. doi: 10.1037/0033-295X.114.2.211. Psychol Rev. 2007. PMID: 17500626

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Combining feature norms and text data with topic models.

Steyvers M. Steyvers M. Acta Psychol (Amst). 2010 Mar;133(3):234-43. doi: 10.1016/j.actpsy.2009.10.010. Epub 2009 Nov 30. Acta Psychol (Amst). 2010. PMID: 19948335

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Large scale structure-function mappings of the human subcortex.

Keuken MC, van Maanen L, Boswijk M, Forstmann BU, Steyvers M. Keuken MC, et al. Among authors: steyvers m. Sci Rep. 2018 Oct 26;8(1):15854. doi: 10.1038/s41598-018-33796-y. Sci Rep. 2018. PMID: 30367080 Free PMC article.

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