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Modeling the Influence of Thematic Fit (and Other Constraints) in On-line Sentence Comprehension

by: Ken Mcrae, Michael J Spivey-Knowlton, Michael K Tanenhaus
Journal of Memory and Language, Vol. 38, No. 3. (April 1998), pp. 283-312.


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The time-course with which readers use event-specific world knowledge (thematic fit) to resolve structural ambiguity was explored through experiments and implementation of constraint-based and two-stage models. In a norming study, subjects completed fragments that ended in the ambiguous region of a reduced relative clause (The crook arrested/by/the/detective). Completion proportions up to and includingthewere influenced by thematic fit. The results were simulated using a competition model in which independently quantified syntactic and semantic constraints simultaneously influenced interpretation. Predictions were then generated for a self-paced reading task using model parameter values established by the off-line simulations. The pattern of reading times matched the predictions of the constraint-based version of the model but differed substantially from a one-region delay garden-path version. In addition, a garden-path model with a very short delay simulated the data better than the one-region delay model, but not as closely as the constraint-based version. The experiment and modeling illustrate that thematic fit is computed and used immediately in on-line sentence comprehension. Furthermore, the modeling highlighted the difficulty of interpreting sentence comprehension experiments without both quantifying the relevant constraints and implementing the mechanisms involved.


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