Papers

  • Andrews, M. & Vigliocco, G. (2010) The Hidden Markov Topic Model: A Probabilistic Model of Semantic Representation. Topics in Cognitive Science, Vol. 2, pp. 101-113. [pdf]
  • Andrews, M. & Vigliocco, G. (2009) Learning Semantic Representations with Hidden Markov Topic Models. Proceedings of the 31st Annual Meeting of the Cognitive Science Society.[pdf] (This paper was awarded the annual prize for computational modeling of language at the Cognitive Science Conference.)
  • Vigliocco, G., Meteyard, L., Andrews, M. & Kousta S. (2009) Toward a Theory of Semantic Representation. Language and Cognition, Vol. 1(2).
  • Andrews, M., Vigliocco, G. & Vinson, D. (2009). Integrating Experiential and Distributional Data to Learn Semantic Representations. Psychological Review, Vol. 116(3), pp 463-498. [pdf]
  • Andrews, M. & Vinson, D. & Vigliocco, G. (2008). Inferring a Probabilistic Model of Semantic Memory from Word Association Norms. Proceedings of the 30th Annual Conference of the Cognitive Science Society. [pdf]
  • Andrews, M. & Vigliocco, G. & Vinson, D. (2007). Evaluating the Contribution of Intra-linguistic and Extra-linguistic Data to the Structure of Human Semantic Represenations. Proceedings of the 29th Annual Conference of the Cognitive Science Society . [pdf]
  • Andrews, M. & Vigliocco, G. & Vinson, D. (2005). Integrating Attributional and Distributional Information in a Probabilistic Model of Meaning Representation. In Timo Honkela, Ville Könönen, Matti Pöllä, and Olli Simula, editors, Adaptive Knowledge Representation and Reasoning. Pages 15-25. [pdf]
  • Andrews, M. & Vigliocco, G. & Vinson, D. (2005). The Role of Attributional and Distributional Information in Semantic Representation. Proceedings of the Twenty Seventh Annual Conference of the Cognitive Science Society. [pdf]
  • Andrews, M. & Salzberg, C. (2004) Sexual and Asexual Paradigms in Evolution: The Implications for Genetic Algorithms? Proceedings of the Genetics and Evolutionary Computation Conference (Gecco-04) . [pdf]
  • Andrews, M. (2003) Language Learning and Nonlinear Dynamical Systems., Ph.D Dissertation, Cornell University. [pdf]
  • Andrews, M. (2001) Processing and Recognition of Symbol Sequences, in K. S. Johanna D. Moore, ed., Proceedings of the Twenty Third Annual Conference of the Cognitive Science Society, pp. 61-65. [pdf]