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Working Memory in the Processing of Long-Distance Dependencies: Interference and Filler Maintenance

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Abstract

During the temporal delay between the filler and gap sites in long-distance dependencies, the “active filler” strategy can be implemented in two ways: the filler phrase can be actively maintained in working memory (“maintenance account”), or it can be retrieved only when the parser posits a gap (“retrieval account”). The current study tested whether filler content is maintained during the processing of dependencies. Using a self-paced reading paradigm, we compared reading times on a noun phrase (NP) between the filler and gap sites in object relative clauses, to reading times on an NP between the antecedent and ellipsis sites in ellipsis sentences. While in the former type of dependency a filler by hypothesis can be maintained, in the latter there is no indication for the existence of a dependency prior to the ellipsis site, and hence no maintenance. By varying the amount of similarity-based interference between the antecedent and integration sites, we tested the influence of holding an unresolved dependency on reading times. Significantly increased reading times due to interference were found only in the object relative condition, and not in the ellipsis condition, demonstrating filler maintenance costs. The fact that these costs were measured as an effect on similarity-based interference indicates that the maintained representation of the filler must include at least some of the features shared by the interfering NP.

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Notes

  1. The delayed effect of semantics seems to contradict with the results seen in the cross-modal priming paradigm (e.g. Nicol and Swinney 1989), which show priming for probes semantically related to the filler immediately at the offset of the verb. The results can be reconciled, however, when considering that (1) response time in a lexical decision task typically takes several hundred milliseconds, during which priming may have occurred at any point, namely, priming need not have occurred instantaneously at the verb offset; (2) whereas priming effects can arise as soon as the reactivation of the filler’s content started, semantic anomaly detection may require initial integration processes that may only occur after full retrieval of the filler’s content (a more time-consuming process) is completed.

  2. The full list of experimental materials is available upon request from the corresponding author.

References

  • Adani, F., Van der Lely, H. K., Forgiarini, M., & Guasti, M. T. (2010). Grammatical feature dissimilarities make relative clauses easier: A comprehension study with Italian children. Lingua, 120(9), 2148–2166.

    Article  PubMed  PubMed Central  Google Scholar 

  • Altmann, G. T. (1999). Thematic role assignment in context. Journal of Memory and Language, 41(1), 124–145.

    Article  Google Scholar 

  • Aoshima, S., Phillips, C., & Weinberg, A. (2004). Processing filler-gap dependencies in a head-final language. Journal of Memory and Language, 51(1), 23–54.

    Article  Google Scholar 

  • Arnon, I. (2005). Relative clause acquisition in Hebrew: Towards a processing-oriented account. In Proceedings of the 29th Boston University conference on language development (Vol. 29, pp. 37–48). Somerville, MA: Cascadilla Press.

  • Baddeley, A. (1992). Working memory. Science, 255(5044), 556.

    Article  PubMed  Google Scholar 

  • Baddeley, A. D., Thomson, N., & Buchanan, M. (1975). Word length and the structure of short-term memory. Journal of Verbal Learning and Verbal Behavior, 14(6), 575–589.

    Article  Google Scholar 

  • Boland, J. E., Tanenhaus, M. K., Garnsey, S. M., & Carlson, G. N. (1995). Verb argument structure in parsing and interpretation: Evidence from wh-questions. Journal of Memory and Language, 34(6), 774.

    Article  Google Scholar 

  • Chen, E., Gibson, E., & Wolf, F. (2005). Online syntactic storage costs in sentence comprehension. Journal of Memory and Language, 52(1), 144–169.

    Article  Google Scholar 

  • Crain, S., & Fodor, J. D. (1985). How can grammars help parsers? In D. Dowty, L. Kartunnen, & A. Zwicky (Eds.), Natural language parsing (pp. 94–128). Cambridge: Cambridge University Press.

    Chapter  Google Scholar 

  • Crain, S., & Fodor, J. D. (1993). Competence and performance in child language. In E. Dromi (Ed.), Language and cognition: A developmental perspective (pp. 141–171). Norwood, N.J.: Ablex.

    Google Scholar 

  • Fedorenko, E., Gibson, E., & Rohde, D. (2006). The nature of working memory capacity in sentence comprehension: Evidence against domain-specific working memory resources. Journal of Memory and Language, 54(4), 541–553.

    Article  Google Scholar 

  • Fiebach, C. J., Schlesewsky, M., & Friederici, A. D. (2002). Separating syntactic memory costs and syntactic integration costs during parsing: The processing of German WH-questions. Journal of Memory and Language, 47, 250–272.

    Article  Google Scholar 

  • Fodor, J. D. (1978). Parsing strategies and constraints on transformations. Linguistic Inquiry, 9(3), 427–473.

    Google Scholar 

  • Frazier, L., & Clifton, C, Jr. (1989). Successive cyclicity in the grammar and the parser. Language and Cognitive Processes, 4(2), 93–126.

    Article  Google Scholar 

  • Frazier, L., & Flores D’Arcais, G. B. (1989). Filler-driven parsing: A study of gap filling in Dutch. Journal of Memory of Language, 28, 331–344.

    Article  Google Scholar 

  • Friedmann, N., Belletti, A., & Rizzi, L. (2009). Relativized relatives: Types of intervention in the acquisition of A-bar dependencies. Lingua, 119, 67–88.

    Article  Google Scholar 

  • Futrell, R., Mahowald, K., & Gibson, E. (2015). Large-scale evidence of dependency length minimization in 37 languages. Proceedings of the National Academy of Sciences, 112(33), 10336–10341.

    Article  Google Scholar 

  • Garnsey, S. M., Tanenhaus, M. K., & Chapman, R. M. (1989). Evoked potentials and the study of sentence comprehension. Journal of Psycholinguistic Research, 18, 51–60.

    Article  PubMed  Google Scholar 

  • Gibson, E. (1998). Syntactic complexity: Locality of syntactic dependencies. Cognition, 68, 1–76.

    Article  PubMed  Google Scholar 

  • Gibson, E. (2000). The dependency locality theory: A distance-based theory of linguistic complexity. In A. Marantz, Y. Miyashita, & W. O’Neil (Eds.), Image, language, brain (pp. 95–126). Cambridge, MA: MIT Press.

    Google Scholar 

  • Gordon, P. C., Hendrick, R., & Johnson, M. (2001). Memory interference during language processing. Journal of Experimental Psychology: Learning, Memory and Cognition, 27, 1411–1423.

    Google Scholar 

  • Gordon, P. C., Hendrick, R., & Levine, W. H. (2002). Memory-load interference in syntactic processing. Psychological science, 13(5), 425–430.

    Article  PubMed  Google Scholar 

  • Hofmeister, P. (2011). Representational complexity and memory retrieval in language comprehension. Language and Cognitive Processes, 26(3), 376–405.

    Article  PubMed  Google Scholar 

  • Jackendoff, R. S., & Culicover, P. (1971). A reconsideration of dative movements. Foundations of Language, 7(3), 397–412.

    Google Scholar 

  • Just, M. A., & Carpenter, P. A. (1992). A capacity theory of comprehension: Individual differences in working memory. Psychological Review, 99(1), 122.

    Article  PubMed  Google Scholar 

  • Kane, M. J., Bleckley, M. K., Conway, A. R., & Engle, R. W. (2001). A controlled-attention view of working-memory capacity. Journal of Experimental Psychology: General, 130(2), 169.

    Article  Google Scholar 

  • Keshev, M. & Meltzer-Asscher, A. (in press). Active dependency formation in islands: How grammatical resumption affects sentence processing. Language.

  • King, J. W., & Kutas, M. (1995). Who did what and when? Using word-and clause-level ERPs to monitor working memory usage in reading. Journal of Cognitive Neuroscience, 7, 376–395.

    Article  PubMed  Google Scholar 

  • Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. B. (2014). lmerTest: Tests for random and fixed effects for linear mixed effect models. R Package Version 2.0–11. Available at: http://CRAN.R-project.org/package=lmerTest.

  • Lee, M.-W. (2004). Another look at the role of empty categories in sentence processing (and grammar). Journal of Psycholinguistic Research, 33, 51–73.

    Article  PubMed  Google Scholar 

  • Lewis, R. L., & Vasishth, S. (2005). An activation-based model of sentence processing as skilled memory retrieval. Cognitive Science, 29(3), 375–419.

    Article  PubMed  Google Scholar 

  • Love, T., & Swinney, D. (1996). Coreference processing and levels of analysis in object-relative constructions; demonstration of antecedent reactivation with the cross-modal priming paradigm. Journal of Psycholinguistic Research, 25(1), 5–24.

    Article  PubMed  Google Scholar 

  • Mak, W. M., Vonk, W., & Schriefers, H. (2002). The influence of animacy on relative clause processing. Journal of Memory and Language, 47(1), 50–68.

    Article  Google Scholar 

  • Mak, W. M., Vonk, W., & Schriefers, H. (2006). Animacy in processing relative clauses: The hikers that rocks crush. Journal of Memory and Language, 54(4), 466–490.

    Article  Google Scholar 

  • McElree, B. (2001). Working memory and focal attention. Journal of Experimental Psychology: Learning, Memory and Cognition, 27, 817–835.

    Google Scholar 

  • McElree, B., Foraker, S., & Dyer, L. (2003). Memory structures that subserve sentence comprehension. Journal of Memory and Language, 48(1), 67–91.

    Article  Google Scholar 

  • Meyer, L., Obleser, J., & Friederici, A. D. (2013). Left parietal alpha enhancement during working memory-intensive sentence processing. Cortex, 49(3), 711–721.

    Article  PubMed  Google Scholar 

  • Meyer, L., Obleser, J., Kiebel, S. J., & Friederici, A. D. (2012). Spatiotemporal dynamics of argument retrieval and reordering: An fMRI and EEG study on sentence processing. Frontiers in Psychology, 3, 523.

    PubMed  PubMed Central  Google Scholar 

  • Mitchell, D. C., & Cuetos, F. (1991). The origins of parsing strategies. In C. Smith (Ed.), Current issues in natural language processing. Austin: Center for Cognitive Science, University of Texas.

    Google Scholar 

  • Nairne, J. S. (1990). A feature model of immediate memory. Memory & Cognition, 18(3), 251–269.

    Article  Google Scholar 

  • Nicol, J. L., Fodor, J. D., & Swinney, D. (1994). Using cross-modal lexical decision tasks to investigate sentence processing. Journal of Experimental Psychology: Learning, Memory and Cognition, 20, 1229–1238.

    Google Scholar 

  • Nicol, J., & Swinney, D. (1989). The role of structure in coreference assignment during sentence comprehension. Journal of Psycholinguistic Research, 18, 5–19.

    Article  PubMed  Google Scholar 

  • Oberauer, K., & Kliegl, R. (2006). A formal model of capacity limits in working memory. Journal of Memory and Language, 55(4), 601–626.

    Article  Google Scholar 

  • Page, M., & Norris, D. (1998). The primacy model: A new model of immediate serial recall. Psychological Review, 105(4), 761.

    Article  PubMed  Google Scholar 

  • Phillips, C., Kazanina, N., & Abada, S. H. (2005). ERP effects of the processing of syntactic long-distance dependencies. Cognitive Brain Research, 22, 407–428.

    Article  PubMed  Google Scholar 

  • Phillips, C., & Wagers, M. W. (2007). Relating structure and time in linguistics and psycholinguistics. In G. Gaskell (Ed.), Oxford handbook of psycholinguistics (pp. 739–756). Oxford: Oxford University Press.

    Google Scholar 

  • Pritchett, B. L. (1992). Parsing with grammar: Islands, heads, and garden paths. In H. Goodluck & M. Rochemont (Eds.), Island constraints (pp. 321–349). Netherlands: Springer.

  • R Development Core Team. (2011). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from http://www.R-project.org/

  • Rohde, D. (2003). Linger: A flexible platform for language processing experiments. http://tedlab.mit.edu/~dr/Linger/.

  • Ruchkin, D. S., Johnson, R, Jr., Canoune, H., & Ritter, W. (1990). Short-term memory storage and retention: An event-related brain potential study. Electroencephalography and Clinical Neurophysiology, 76, 419–439.

    Article  PubMed  Google Scholar 

  • Sheppard, S. M., Walenski, M., Love, T., & Shapiro, L. P. (2015). The auditory comprehension of Wh-questions in aphasia: Support for the intervener hypothesis. Journal of Speech, Language, and Hearing Research, 58(3), 781–797.

    Article  PubMed  PubMed Central  Google Scholar 

  • Stepanov, A., & Stateva, P. (2015). Cross-linguistic evidence for memory storage costs in filler-gap dependencies with wh-adjuncts. Frontiers in Psychology, 6, 1301.

    Article  PubMed  PubMed Central  Google Scholar 

  • Stowe, L. (1986). Parsing wh-constructions: Evidence for on-line gap location. Language and Cognitive Processes, 1, 227–246.

    Article  Google Scholar 

  • Sussman, R. S., & Sedivy, J. (2003). The time-course of processing syntactic dependencies: Evidence from eye movements. Language and Cognitive Processes, 18(2), 143–163.

    Article  Google Scholar 

  • Traxler, M. J., Morris, R. K., & Seely, R. E. (2002). Processing subject and object relative clauses: Evidence from eye movements. Journal of Memory and Language, 47, 69–90.

    Article  Google Scholar 

  • Traxler, M. J., & Pickering, M. J. (1996). Plausibility and the processing of unbounded dependencies. Journal of Memory and Language, 35, 454–475.

    Article  Google Scholar 

  • Traxler, M. J., Williams, R. S., Blozis, S. A., & Morris, R. K. (2004). Working memory, animacy, and verb class in the processing of relative clauses. Journal of Memory and Language, 53, 204–224.

    Article  Google Scholar 

  • Van Dyke, J. A. (2007). Interference effects from grammatically unavailable constituents during sentence processing. Journal of Experimental Psychology: Learning, Memory, and Cognition, 33(2), 407.

    PubMed  PubMed Central  Google Scholar 

  • Van Dyke, J. A., & Johns, C. L. (2012). Memory interference as a determinant of language comprehension. Language and Linguistics Compass, 6(4), 193–211.

    Article  PubMed  PubMed Central  Google Scholar 

  • Van Dyke, J. A., & McElree, B. (2006). Retrieval interference in sentence comprehension. Journal of Memory and Language, 55(2), 157–166.

    Article  PubMed  PubMed Central  Google Scholar 

  • Van Dyke, J. A., & McElree, B. (2011). Cue-dependent interference in comprehension. Journal of Memory and Language, 65(3), 247–263.

    Article  PubMed  PubMed Central  Google Scholar 

  • Wagers, M. W., & Phillips, C. (2014). Going the distance: Memory and control processes in active dependency construction. The Quarterly Journal of Experimental Psychology, 67(7), 1274–1304.

    Article  PubMed  Google Scholar 

  • Wanner, E., & Maratsos, M. (1978). An ATN approach to comprehension. In M. Halle, J. Bresnan, & G. A. Miller (Eds.), Linguistic theory and psychological reality (pp. 119–161). Cambridge, MA: MIT Press.

    Google Scholar 

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Acknowledgements

The authors would like to thank Maayan Keshev for extremely valuable discussions during work on the paper.

Funding This study was funded by the EU Marie Curie Career Integration Grant No. 631512 (Aya Meltzer-Asscher).

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Correspondence to Tal Ness.

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Ness, T., Meltzer-Asscher, A. Working Memory in the Processing of Long-Distance Dependencies: Interference and Filler Maintenance. J Psycholinguist Res 46, 1353–1365 (2017). https://doi.org/10.1007/s10936-017-9499-6

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