Distributional Semantic Models (ESSLLI 2009)

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Andrews, M., Vigliocco, G. & D. Vinson (2009), “Integrating experiential and distributional data to learn semantic representations”
Psychological Review, CXVI/3

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

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]

JonesItalic Text, 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

Li, P., Burgess, C. & K. Lund (2000), “The acquisition of word meaning through global lexical co-occurrences”
in Proceedings of the 31st Child Language Research Forum: 167-178

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: 236-244

Padó, S. & M. Lapata (2007), “Dependency-based construction of semantic space models”
Computational Linguistics, XXXIII/2:161-199

Rubinstein, H. & J.B. Goodenough (1965), “Contextual correlates of synonymy”
Computational Linguistics, VIII: 627-633

Widdows, D. (2004), Geometry and Meaning
Stanford, CA, CSLI

Lin, D. (1998), "Automatic retrieval and clustering of similar words"
Proceedings of ACL 1998:768–774

Lund, K. & C. Burgess (1996), "Producing high-dimensional semantic spaces from lexical cooccurrence"
Behaviour Research Methods, 28: 203–208

Padó, U., Padó S. & K. Erk (2007) "Flexible, corpusbased modelling of human plausibility judgements"
in Proceedings EMNLP 2007: 400–409

Sahlgren, M. (2006), The Word-space model
Ph.D. dissertation, Stockholm University, Stockholm

Turney, P. (2006), "Similarity of semantic relations"
Computational Linguistics, 32(3): 379–416

Turney, P. (2008), "A uniform approach to analogies, synonyms, antonyms and associations"
in Proceedings of COLING 2008: 905–912