Distributional Semantic Models (ESSLLI 2009)

Start page – Schedule – Downloads & Links – Bibliography

Baroni M., Lenci A., & L. Onnis (2007) “ISA meets Lara: A fully incremental word space model for cognitively plausible simulations of semantic learning”
in Proceedings of the ACL Workshop on Cognitive Aspects of Language Acquisition: 49-56

Baroni, M. & A. Lenci (2009), “One semantic memory, many semantic tasks”
in Proceedings of the EACL Workshop on GEometrical Models of Natural Language Semantics, Athens, 31st March

Barsalou, L.W., Santos, A., Simmons, W.K. & C.D. Wilson (2008), “Language and simulation in conceptual processing”
in De Vega, M., Glenberg, A.M. & A.C. Graesser (eds.), Symbols, Embodiment and Meaning, Oxford, Oxford University Press.: 245-283

Borovsky, A. & J.L. Elman (2006), “Language input and semantic categories: A relation between cognition and early word learning”,
Journal of Child Language, XXXIII: 759-790

Burgess, C. & K. Lund (1997), “Modelling parsing constraints with high-dimensional context space”
Language and Cognitive Processes, XII: 1-34

Erk, K. (2009), “Supporting inferences in semantic space: representing words as regions”,
in Proceedings of IWCS 2009

Erk, K. & S. Padó (2008), “A Structured Vector Space Model for Word Meaning in Context”
in Proceedings of EMNLP 2008

Farkas, I. & P. Li (2001), “A self-organizing neural network model of the acquisition of word meaning”,
in Proceedings of the 4th International Conference on Cognitive Modeling

Glenberg, A.M. & D.A. Robertson (2000), “Symbol grounding and meaning: a comparison of high-dimensional and embodied theories of meaning”
Journal of Memory and Language, XLIII/3: 379-401

Hare, J., Samangooei, S., Lewis, P. & M. Nixon (2008), “Semantic spaces revisited: investigating the performance of auto-annotation and semantic retrieval using semantic spaces”
in CIVR '08: The 2008 international conference on Content-based image and video retrieval, Niagara Falls

Harris, Z.S. (1954), “Distributional structure”
Word, X/2-3, 1954: 146-62 [reprinted in Harris, Z.S., Papers in Structural and Transformational Linguistics, Dordrecht, Reidel: 775-794]

Jones, M. N., Kintsch, W. & D.J.K. Mewhort (2006), “High dimensional semantic space accounts of priming”
Journal of memory and Language, LV: 534-552

Jones, M.N. & D.J.K. Mewhort (2007), “Representing word meaning and order information in a composite holographic lexicon”
Psychological Review, CXIV/1:1-37

Kintsch, W. (2001), “Predication”
Cognitive Science, XXV: 173-202

Landauer, Th. K. & S.T. Dumais (1997), “A Solution to Plato's problem: the latent semantic analysis theory of acquisition, induction and representation of knowledge”
Psychological Review, CIV/2: 211-240. Landauer, Th.K., McNamara, D.S., Dennis S., & W. Kintsch (eds.) (2007), Handbook of Latent Semantic Analysis, Mahwah NJ, Lawrence Erlbaum. Langacker, R. (1998), “Conceptualization, symbolization and grammar”, in Tomasello, M. (ed.), The New Psychology of Language. Cognitive and Functional Approaches to Language Structure, Mahwah, NJ, Lawrence Erlbaum: 1-39. Lenci, A. (in press), “Argument alternations in Italian verbs: a computational study”, Atti del XLII Congresso Internazionale di Studi della Società di Linguistica Italiana, Pisa. Levin, B. (1993), English Verb Classes and Alternations. A Preliminary Investigation, Chicago, University of Chicago Press. Levin, B. & M. Rappaport Hovav (2005), Argument Realization, Cambridge, Cambridge University Press. Lewis, D. (1972), “General semantics”, in Harman, G. & D. Davidson (eds.), Semantics of Natural Language, Dordrecht, Reidel: 169-218. Li, P., Burgess, C. & K. Lund (2000), “The acquisition of word meaning through global lexical co-occurrences”, Proceedings of the 31st Child Language Research Forum: 167-178. Li, P., Farkas, I. & MacWhinney B. (2004), “Early lexical development in a self-organizing neural network”, Neural Networks, XVII: 1345-1362. Lidz, J., Gleitman, H. & L. Gleitman (2003), “Understanding how input matters: verb learning and the footprint of universal grammar”, Cognition, LXXXVII/3: 151-178. Louwerse, M. & P. Jeuniaux (2008), “Language comprehension is both embodied and symbolic”, in De Vega et al. (2008): 309-326. Mahon, B.Z. & A. Caramazza (2008), “A critical look at the embodied cognition hypthesis and a new proposal for grounding conceptual content”, Journal of Physiology – Paris, CII: 59-70. Marconi, D. (1997), Lexical Competence, Cambridge, MA, MIT Press. Mathe, S., Fazly, A., Dickinson, S. & S. Stevenson (2008) “Learning the abstract motion semantics of verbs from captioned videos”, Proceedings of the 3rd International Workshop on Semantic Learning Applications in Multimedia (the new SLAM), Anchorage. Merlo, P. & S. Stevenson (2001), “Automatic verb classification based on statistical distributions of argument structure”, Computational Linguistics, XXVII/3: 373-408. Miller G. A. & W.G. Charles (1991), “Contextual correlates of semantic similarity”, Language and Cognitive Processes, VI: 1-28. Mitchell, M. & M. Lapata (2008), “Vector-based models of semantic composition”, in Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: 236-244. Morris, C.W. (1938), “Foundations of a theory of signs”, in International Encyclopedia of Unified Science, Chicago, University of Chicago Press: 77-138. Padó, S. & M. Lapata (2007), “Dependency-based construction of semantic space models”, Computational Linguistics, XXXIII/2:161-199. Pantel, P. & M. Pennacchiotti, (2006), “Espresso: Leveraging generic patterns for automatically harvesting semantic relations”, in Proceedings of the Conference on Computational Linguistics / Association for Computational Linguistics (COLING/ACL): 113-120. Partee, B.H. (1984), “Compositionality”, in Landman, F. & F. Veltman (eds.), Varieties of Formal Semantics, Dordrecht, Foris: 281-311. Pustejovsky, J. (1995), The Generative Lexicon, Cambridge MA, MIT Press. Pustejovsky, J. (2001), “Type construction and the logic of concepts”, in Bouillon, P. & F. Busa (eds.), The Syntax of Word Meaning, Cambridge, Cambridge University Press: 91-123. Pustejovsky, J. (2006), “Type theory and lexical decomposition”, Journal of Cognitive Science VI: 39-76. Quine, W.V. (1969), Ontological Relativity and other Essays, New York, Columbia University Press. Rizzolatti, G. & L. Craighero (2004), “The mirror-neuron system”, Annual Review of Neuroscience, XXVII: 169-192. Rogers, T.T., Lambon Ralph, M.A., Garrard, P., Bozeat, S., McClelland, J.L., Hodges, J.R., & K. Patterson (2004), “The structure and deterioration of semantic memory: A neuropsychological and computational investigation”, Psychological Review, CXI/1: 205-235. Rubinstein, H. & J.B. Goodenough (1965), “Contextual correlates of synonymy”, Computational Linguistics, VIII: 627-633. Schulte im Walde, S. (2006), “Experiments on the automatic induction of German semantic verb classes”, Computational Linguistics, XXXII/2: 159-194. Searle, J. (1980), “Minds, brains and programs”, Behavioural and Brain Sciences, III: 417-424. Shapiro, L. (2008), “Symbolism, embodied cognition, and the broader debate”, in De Vega et al. (2008): 57-74. Vigliocco, G., Vinson, D.P., Lewis, W. & M.F. Garrett (2004), “Representing the meanings of object and action words: The featural and unitary semantic space hypothesis”, Cognitive Psychology, XLVIII: 422-488. Widdows, D. (2004), Geometry and Meaning, Stanford, CA, CSLI.