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RelevantPublications
We are actively working on supporting the following algorithms. As additional time and resources allow, we will add further algorithms.
T. K. Landauer and S. T. Dumais, "A solution to Plato’s problem: The Latent Semantic Analysis theory of the acquisition, induction, and representation of knowledge," Psychological Review, vol. 104, pp. 211–240, 1997.
T. K. Landauer, P. W. Foltz, and D. Laham, "Introduction to Latent Semantic Analysis," Discourse Processes, no. 25, pp. 259–284, 1998.
P. Kanerva, J. Kristoferson, and A. Holst, “Random indexing of text samples for latent semantic analysis,” in Proceedings of the 22nd Annual Conference of the Cognitive Science Society, L. R. Gleitman and A. K. Josh, Eds., 2000, p. 1036.
M. Sahlgren, “Vector-based semantic analysis: Representing word meanings based on random labels,” in Proceedings of the ESSLLI 2001 Workshop on Semantic Knowledge Acquisition and Categorisation, Helsinki, Finland, 2001.
M. Sahlgren, A. Holst, and P. Kanerva, “Permutations as a means to encode order in word space,” in Proceedings of the 30th Annual Meeting of the Cognitive Science Society (CogSci’08), 2008.
D. L. T. Rohde, L. M. Gonnerman, and D. C. Plaut, “An improved model of semantic similarity based on lexical co-occurrence,” Cognitive Science, 2009, submitted. Online. Available [here] (http://www.cnbc.cmu.edu/plaut/papers/abstracts/RohdeGonnermanPlautSUB-CogSci.COALS.html)
C. Burgess and P. Conley, “Developing semantic representations for proper names,” in Cognitive Science Proceedings, LEA, 1998, pp. 185–190.
C. Burgess and K. Lund, “Modelling parsing constraints with high- dimensional context space,” Language and Cognitive Processes, vol. 12, pp. 177–210, 1997.
P. D. Turney, “Similarity of semantic relations,” Computational Linguistics, vol. 32, no. 3, pp. 379–416, 2006.
M. N. Jones, W. Kintsch, and D. J. K. Mewhort, “High-dimensional semantic space accounts of priming,” Journal of Memory and Language, vol. 55, pp. 534–552, 2006.
M. N. Jones and D. J. K. Mewhort, “Representing word meaning and order information in a composite holographic lexicon,” Psychology Review, vol. 114, pp. 1–37, 2007.
G. Grefenstette, Explorations in Automatic Thesaurus Discovery. Indiana University Press, 1994.