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Prediction, explanation, and the role of generative models in language processing

Published online by Cambridge University Press:  10 May 2013

Thomas A. Farmer ,
Meredith Brown  and
Michael K. Tanenhaus
Thomas A. Farmer
Affiliation:
Department of Brain and Cognitive Sciences, University of Rochester, Rochester, NY 14627-0268. tfarmer@bcs.rochester.edumbrown@bcs.rochester.edumtan@bcs.rochester.edu Center for Language Sciences, University of Rochester, Rochester, NY 14627-0268
Meredith Brown
Affiliation:
Department of Brain and Cognitive Sciences, University of Rochester, Rochester, NY 14627-0268. tfarmer@bcs.rochester.edumbrown@bcs.rochester.edumtan@bcs.rochester.edu
Michael K. Tanenhaus
Affiliation:
Department of Brain and Cognitive Sciences, University of Rochester, Rochester, NY 14627-0268. tfarmer@bcs.rochester.edumbrown@bcs.rochester.edumtan@bcs.rochester.edu
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Abstract

We propose, following Clark, that generative models also play a central role in the perception and interpretation of linguistic signals. The data explanation approach provides a rationale for the role of prediction in language processing and unifies a number of phenomena, including multiple-cue integration, adaptation effects, and cortical responses to violations of linguistic expectations.

Type
Open Peer Commentary
Information
Behavioral and Brain Sciences , Volume 36 , Issue 3 , June 2013 , pp. 211 - 212
Copyright
Copyright © Cambridge University Press 2013 

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References

Arnold, J. E., Hudson, C. L. & Tanenhaus, M. K. (2007) If you say thee uh you are describing something hard: The on-line attribution of disfluency during reference comprehension. Journal of Experimental Psychology: Learning, Memory, and Cognition 33:914–30.Google ScholarPubMed
Brown, M., Dilley, L. C. & Tanenhaus, M. K. (2012) Real-time expectations based on context speech rate can cause words to appear or disappear. In: Proceedings of the 34th Annual Conference of the Cognitive Science Society, ed. Miyake, N., Peebles, D. & Cooper, R. P., pp. 1374–79. Cognitive Science Society.Google Scholar
Brown, M., Salverda, A. P., Dilley, L. C. & Tanenhaus, M. K. (2011) Expectations from preceding prosody influence segmentation in online sentence processing. Psychonomic Bulletin and Review 18:1189–96.CrossRefGoogle ScholarPubMed
Dahan, D. & Tanenhaus, M. K. (2004) Continuous mapping from sound to meaning in spoken-language comprehension: Evidence from immediate effects of verb-based constraints. Journal of Experimental Psychology: Learning, Memory, and Cognition 30:498–513.Google Scholar
Dikker, S., Rabagliati, H., Farmer, T. A. & Pylkkanen, L. (2010) Early occipital sensitivity to syntactic category is based on form typicality. Psychological Science 21:629–34.CrossRefGoogle ScholarPubMed
Dilley, L. C. & McAuley, J. D. (2008) Distal prosodic context affects word segmentation and lexical processing. Journal of Memory and Language 59:294–311.CrossRefGoogle Scholar
Dilley, L. C. & Pitt, M. (2010) Altering context speech rate can cause words to appear or disappear. Psychological Science 21:1664–70.CrossRefGoogle ScholarPubMed
Farmer, T. A., Christiansen, M. H. & Monaghan, P. (2006) Phonological typicality influences on-line sentence comprehension. Proceedings of the National Academy of Sciences USA 103:12203–208.CrossRefGoogle ScholarPubMed
Farmer, T. A., Monaghan, P., Misyak, J. B. & Christiansen, M. H. (2011) Phonological typicality influences sentence processing in predictive contexts: A reply to Staub et al. (2009) Journal of Experimental Psychology: Learning, Memory, and Cognition 37:1318–25.Google Scholar
Fine, A. B., Jaeger, T. F., Farmer, T. A. & Qian, T. (under review) Rapid expectation adaptation during syntactic comprehension.Google Scholar
Grodner, D. & Sedivy, J. (2011) The effect of speaker-specific information on pragmatic inferences. In: The processing and acquisition of reference, vol. 2327, eds. Gibson, E. & Pearlmutter, N., pp. 239–72. MIT Press.CrossRefGoogle Scholar
Hay, J. & Drager, K. (2010) Stuffed toys and speech perception. Linguistics 48:865–92.CrossRefGoogle Scholar
Kleinschmidt, D. & Jaeger, T. F. (2011) A Bayesian belief updating model of phonetic recalibration and selective adaptation. Association for Computational Linguistics – Computational Modeling and Computational Linguistics.Google Scholar
Kraljic, T., Samuel, A. G. & Brennan, S. E. (2008) First impressions and last resorts: How listeners adjust to speaker variability. Psychological Science 19:332–38.CrossRefGoogle ScholarPubMed
Kukona, A., Fang, S., Aicher, K. A., Chen, H. & Magnuson, J. S. (2011) The time course of anticipatory constraint integration. Cognition 119:23–42.CrossRefGoogle ScholarPubMed
Kurumada, C., Brown, M. & Tanenhaus, M. K. (2012) Pragmatic interpretation of contrastive prosody: It looks like adaptation. In: Proceedings of the 34th Annual Conference of the Cognitive Science Society, ed. Miyake, N., Peebles, D. & Cooper, R. P., pp. 647–52. Cognitive Science Society.Google Scholar
McMurray, B., Tanenhaus, M. K. & Aslin, R. N. (2009) Within-category VOT affects recovery from “lexical” garden paths: Evidence against phoneme-level inhibition. Journal of Memory and Language 60:65–91.CrossRefGoogle ScholarPubMed
Staum Casasanto, L. (2008) Does social information influence sentence processing? In: Proceedings of the 30th Annual Conference of the Cognitive Science Society, ed. Love, B. C., McRae, K. & Sloutsky, V. M., pp. 799–804. Cognitive Science Society.Google Scholar
Tanenhaus, M. K. & Hare, M. (2007) Phonological typicality and sentence processing. Trends in Cognitive Science 11:93–95.CrossRefGoogle ScholarPubMed
Wells, J. B., Christiansen, M. H., Race, D. S., Acheson, D. J. & MacDonald, M. C. (2009) Experience and sentence comprehension: Statistical learning and relative clause comprehension. Cognitive Psychology 58:250–71.CrossRefGoogle ScholarPubMed