Abstract
An eye-movement-monitoring experiment tested readers’ responses to sentences containing relative clauses that could be attached to one or both of two preceding nouns. Previous experiments with such sentences have indicated that globally ambiguous relative clauses are processed more quickly than are determinately attached relative clauses. Central to the present research, a recent study (Swets, Desmet, Hambrick, & Ferreira, 2007) showed that offline preferences for such sentences differ as a function of working memory capacity. Specifically, both English and Dutch participants’ preference for the second of two nouns as the host for the relative clause increased as their working memory capacity increased. In the present study, readers’ working memory capacity was measured, and eye movements were monitored. Hierarchical linear modeling was used to determine whether working memory capacity moderated readers’ online processing performance. The modeling indicated that determinately attached sentences were harder to process than globally ambiguous sentences, that working memory did not affect processing of the relative clause itself, but that working memory did moderate how easy it was to integrate the relative clause with the preceding sentence context. Specifically, in contrast with the offline results from Swets and colleagues’ study, readers with higher working memory capacity were more likely to prefer the first noun over the second noun as the host for the relative clause.
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References
Altmann, G. T. M., &Steedman, M. J. (1988). Interaction with context during human sentence processing.Cognition,30, 191–238.
Blozis, S. A., &Traxler, M. J. (2007). Analyzing individual differences in sentence processing performance using multilevel models.Behavior Research Methods,39, 31–38.
Brysbaert, M., &Mitchell, D. C. (1996). Modifier attachment in sentence processing: Evidence from Dutch.Quarterly Journal of Experimental Psychology,49A, 664–695.
Caplan, D., &Waters, G. S. (1995). Aphasic disorders of syntactic comprehension and working memory capacity.Cognitive Neuropsychology,12, 637–649.
Caplan, D., &Waters, G. S. (1999). Verbal working memory and sentence comprehension.Behavioral & Brain Sciences,22, 77–126.
Carreiras, M., &Clifton, C., Jr. (1993). Relative clause interpretation preferences in Spanish and English.Language & Speech,36, 353–372.
Clahsen, H., &Felser, C. (2006). Grammatical processing in language learners.Applied Psycholinguistics,27, 3–42.
Clifton, C., Traxler, M. J., Williams, R., Mohammed, M., Morris, R. K., &Rayner, K. (2003). The use of thematic role information in parsing: Syntactic processing autonomy revisited.Journal of Memory & Language,49, 317–334.
Crain, S., &Thornton, R. (2006). Acquisition of syntax and semantics. In M. J. Traxler & M. A. Gernsbacher (Eds.),The handbook of psycholinguistics (2nd ed., pp. 1073–1110). Amsterdam: Elsevier.
Cuetos, F., &Mitchell, D. C. (1988). Cross-linguistic differences in parsing: Restrictions on the use of the late closure strategy in Spanish.Cognition,30, 73–105.
Daneman, M. (1991). Working memory as a predictor of verbal fluency.Journal of Psycholinguistic Research,20, 445–464.
Daneman, M., &Carpenter, P. A. (1980). Individual differences in comprehending and producing words in context.Journal of Verbal Learning & Verbal Behavior,19, 450–466.
Daneman, M., &Merikle, P. M. (1996). Working memory and language comprehension: A meta-analysis.Psychonomic Bulletin & Review,3, 422–433.
Desmet, T., Brysbaert, M., &de Baecke, C. D. (2002). The correspondence between sentence production and corpus frequencies in modifier attachment.Quarterly Journal of Experimental Psychology,55A, 879–896.
De Vincenzi, M., &Job, R. (1993). Some observations on the universality of the late closure strategy: Evidences from Italian.Journal of Psycholinguistic Research,22, 189–206.
De Vincenzi, M., &Job, R. (1995). An investigation of late closure: The role of syntax, thematic structure, and pragmatics in initial and final interpretation.Journal of Experimental Psychology: Learning, Memory, & Cognition,21, 1–19.
Felser, C., Marinis, T., &Clahsen, H. (2003). Children’s processing of ambiguous sentences: A study of relative clause attachment.Language Acquisition,11, 127–163.
Fodor, J. D. (1998). Learning to parse.Journal of Psycholinguistic Research,27, 285–319.
Frazier, L. (1979).On comprehending sentences: Syntactic parsing strategies. Unpublished doctoral dissertation, University of Connecticut.
Frazier, L. (1987). Sentence processing: A tutorial review. In M. Coltheart (Ed.),Attention and performance XII: The psychology of reading (pp. 559–586). Hillsdale, NJ: Erlbaum.
Frazier, L. (1990). Parsing modifiers: Special purpose routines in the human sentence processing mechanism? In D. Balota, G. B. Flores d’Arcais, & K. Rayner (Eds.),Comprehension processes in reading (pp. 303–330). Hillsdale, NJ: Erlbaum.
Frazier, L., &Clifton, C., Jr. (1996).Construal. Cambridge, MA: MIT Press.
Frazier, L., &Rayner, K. (1987). Resolution of syntactic category ambiguities: Eye movements in parsing lexically ambiguous sentences.Journal of Memory & Language,26, 505–526.
Frisson, S., &Pickering, M. J. (1999). The processing of metonymy: Evidence from eye movements.Journal of Experimental Psychology: Learning, Memory, & Cognition,25, 1366–1383.
Frisson, S., &Pickering, M. J. (2001). Obtaining a figurative interpretation of a word: Support for underspecification.Metaphor & Symbol,16, 149–171.
Gernsbacher, M. A. (1989).The structure building framework. Hillsdale, NJ: Erlbaum.
Gibson, E. (1998). Linguistic complexity: Locality of syntactic dependencies.Cognition,68, 1–76.
Gilboy, E. J., Sopena, M., Clifton, C., Jr., & Frazier, L. (1995). Argument structure and association preferences in Spanish and English compound NPs.Cognition,54, 131–167.
Gordon, P. C., Hendrick, R., &Johnson, M. (2001). Memory interference during language processing.Journal of Experimental Psychology: Learning, Memory, & Cognition,27, 1411–1423.
Gordon, P. C., Hendrick, R., &Levine, W. H. (2002). Memory-load interference in syntactic processing.Psychological Science,13, 425–430.
Green, M. J., &Mitchell, D. C. (2006). Absence of real evidence against competition during syntactic ambiguity resolution.Journal of Memory & Language,55, 1–17.
Hocking, I. (2003).Resources and parsing. Unpublished doctoral dissertation. Available at www.ianhocking.com/Thesis_-Final_ Submitted_Version.pdf.
Just, M. A., &Carpenter, P. A. (1992). A capacity theory of comprehension: Individual differences in working memory capacity.Psychological Review,99, 122–149.
Just, M. A., Carpenter, P. A., &Keller, T. A. (1996). The capacity theory of comprehension: New frontiers of evidence and arguments.Psychological Review,103, 773–780.
Just, M. A., &Varma, S. (2002). A hybrid architecture for working memory: Reply to MacDonald and Christiansen (2002).Psychological Review,109, 55–65.
King, J. W., &Just, M. A. (1991). Individual differences in syntactic parsing: The role of working memory.Journal of Memory & Language,30, 580–602.
King, J. W., &Kutas, M. (1995). Who did what and when? Using wordand clause-level ERPs to monitor working memory usage in reading.Journal of Cognitive Neuroscience,7, 376–395.
Lewis, R. L. (1996). Interference in short-term memory: The magical number two (or three) in sentence processing.Journal of Psycholinguistic Research,25, 93–115.
MacDonald, M. C., &Christiansen, M. C. (2002). Reassessing working memory: Comment on Just and Carpenter (1992) and Waters and Caplan (1996).Psychological Review,109, 35–54.
MacDonald, M. C., Just, M. A., &Carpenter, P. A. (1992). Working memory constraints on the processing of syntactic ambiguity.Cognitive Psychology,24, 56–98.
MacDonald, M. C., Pearlmutter, N. J., &Seidenberg, M. S. (1994). Lexical nature of syntactic ambiguity resolution.Psychological Review,101, 676–703.
MacDonald, M. C., &Seidenberg, M. S. (2006). Constraint satisfaction accounts of lexical and sentence comprehension. In M. J. Traxler & M. A. Gernsbacher (Eds.),The handbook of psycholinguistics (2nd ed., pp. 581–612). Amsterdam: Elsevier.
Mendelsohn, A., & Pearlmutter, N. (1999, March).Individual differences in attachment preferences. Poster presented to the 12th Annual CUNY Conference on Human Sentence Processing. New York.
Mitchell, D. C., Cuetos, F., Corley, M. M. B., &Brysbaert, M. (1995). Exposure-based models of human parsing: Evidence for the use of coarse-grained (nonlexical) statistical records.Journal of Psycholinguistic Research,24, 469–488.
Pearlmutter, N. J., &MacDonald, M. E. (1995). Individual differences and probabilistic constraints in syntactic ambiguity resolution.Journal of Memory & Language,34, 521–542.
Raudenbush, S. W., &Bryk, A. S. (2002).Hierarchical linear models: Applications and data analysis methods (2nd ed.). Newbury Park, CA: Sage.
Rayner, K. (1998). Eye-movements in reading and information processing: 20 years of research.Psychological Bulletin,124, 372–422.
Rayner, K., Warren, T., Juhasz, B. J., &Liversedge, S. P. (2004). The effect of plausibility on eye-movements in reading.Journal of Experimental Psychology: Learning, Memory, & Cognition,30, 1290–1301.
Roberts, R., &Gibson, E. (2002). Individual differences in sentence memory.Journal of Psycholinguistic Research,31, 573–598.
Snijders, T. A. B., &Bosker, R. J. (1999).Multilevel analysis: An introduction to basic and advanced multilevel modeling. London: Sage.
Spivey-Knowlton, M., &Sedivy, J. C. (1995). Resolving attachment ambiguities with multiple constraints.Cognition,55, 227–267.
Swets, B., Desmet, T., Hambrick, D. Z., &Ferreira, F. (2007). The role of working memory in syntactic ambiguity resolution: A psychometric approach.Journal of Experimental Psychology: General,136, 64–81.
Traxler, M. J., Morris, R. K., &Sealy, R. E. (2002). Processing subject and object relative clauses: Evidence from eye-movements.Journal of Memory & Language,47, 69–90.
Traxler, M. J., Pickering, M. J., &Clifton, C., Jr. (1998). Adjunct attachment is not a form of lexical ambiguity resolution.Journal of Memory & Language,39, 558–592.
Traxler, M. J., Williams, R. S., Blozis, S. A., &Morris, R. K. (2005). Working memory, animacy, and verb class in the processing of relative clauses.Journal of Memory & Language,53, 204–224.
Turner, M. L., &Engle, R. W. (1989). Is working memory capacity task dependent?Journal of Memory & Language,28, 127–154.
van Gompel, R. P. G., Pickering, M. J., &Traxler, M. J. (2000). Unrestricted race: A new model of syntactic ambiguity resolution. In A. Kennedy (Ed.),Reading as a perceptual process (pp. 621–648). Amsterdam: Elsevier.
van Gompel, R. P. G., Pickering, M. J., &Traxler, M. J. (2001). Reanalysis in sentence processing: Evidence against current constraint-based and two-stage models.Journal of Memory & Language,45, 225–258.
Waters, G. S., &Caplan, D. (1992). The capacity theory of sentence comprehension: Critique of Just and Carpenter.Psychological Review,103, 761–772.
Waters, G. S., &Caplan, D. (1996a). The measurement of verbal working memory capacity and its relation to reading comprehension.Quarterly Journal of Experimental Psychology,49A, 51–79.
Waters, G. S., &Caplan, D. (1996b). Processing resource capacity and the comprehension of garden path sentences.Memory & Cognition,24, 342–355.
Waters, G. S., &Caplan, D. (2003). The reliability and stability of verbal working memory measuresBehavior Research Methods, Instruments, & Computers,35, 550–564.
Waters, G. S., Caplan, D., &Rochon, E. (1995). Processing capacity and sentence comprehension in patients with Alzheimer’s disease.Cognitive Neuropsychology,12, 1–38.
Zagar, D., Pynte, J., &Rativeau, S. (1997). Evidence for earlyclosure attachment on first-pass reading times in French.Quarterly Journal of Experimental Psychology,50A, 421–438.
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This project was supported by Grants R01-HD040865 and R01-HD48914 from the National Institutes of Health and by Grant 0446618 from the National Science Foundation.
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Traxler, M.J. Working memory contributions to relative clause attachment processing: A hierarchical linear modeling analysis. Memory & Cognition 35, 1107–1121 (2007). https://doi.org/10.3758/BF03193482
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DOI: https://doi.org/10.3758/BF03193482