Article published In: Interaction Studies
Vol. 26:1 (2025) ► pp.102–129
Structural alignment leads to lower cognitive load in a collaborative task
Published online: 9 January 2026
https://doi.org/10.1075/is.24029.pla
https://doi.org/10.1075/is.24029.pla
Abstract
One of the characteristics of dialogue is that interlocutors tend to converge on the same linguistic choices, called alignment. In this paper, we aim to investigate whether structural alignment — the tendency to use the same syntactic structures — has a positive effect on cognitive load and task completion in a task-based conversation. To do so, we engage participants in a collaborative task where they have to interact with another interlocutor (actually a bot) and inform each other about the location of landmarks on a map. In one condition the bot aligns with the participant and in the other it does not. Participants are recorded with an eye tracker during the experiment so that we can evaluate cognitive load and performance in the task. We found that when participants interact with an aligning bot, their cognitive load decreases and task completion is facilitated, but only to a certain degree. The results of the study suggest that alignment is a strategy that can be used in order to facilitate task performance.
Keywords: structural alignment, eye tracking, task-oriented dialogue
Article outline
- 1.Introduction
- 2.Dialogue and alignment
- 3.Mechanisms of priming and alignment
- 4.Alignment and cooperation
- 5.Motivation
- 6.The study
- 6.1Method
- 6.2Equipment
- 6.2Operationalisations and hypotheses
- 6.3Results
- 7.Discussion
- 8.Conclusion
- Open data statement
- Competing interests
- Ethics and consent
- Note
References
References (62)
Anderson, A. H., Bader, M., Bard, E. G., Boyle, E., Doherty, G., Garrod, S., Isard, S., Kowtko, J., McAllister, J., Miller, J., Sotillo, C., Thompson, H. S., & Weinert, R. (1991). The Hcrc Map Task Corpus. Language and Speech, 34(4), 351–366.
Balcetis, E., & Dale, R. (2005). An Exploration of Social Modulation of Syntactic Priming. [URL]
Baumann, A., Matzinger, T., Mühlenbernd, R., Wacewicz, S., Pleyer, M., Hartmann, S., & Placiński, M. (2024). The role of linguistically encoded emotional characteristics for cooperativeness in a one-shot Prisoner’s Dilemma. In J. Nölle, L. Raviv, K. E. Graham, S. Hartmann, Y. Jadoul, M. Josserand, T. Matzinger, K. Mudd, M. Pleyer, A. Slonimska, S. Wacewicz, & S. Watson (Eds.), The Evolution of Language: Proceedings of the 15th International Conference (Evolang XV).
Beatty, J. (1982). Task-evoked pupillary responses, processing load, and the structure of processing resources. Psychological Bulletin, 9121, 276–292.
Bock, J. K. (1986). Syntactic persistence in language production. Cognitive Psychology, 18(3), 355–387.
Branigan, H. P., Pickering, M. J., & Cleland, A. A. (2000). Syntactic co-ordination in dialogue. Cognition, 751, B13–B25.
Branigan, H. P., Pickering, M. J., Pearson, J., & McLean, J. F. (2010). Linguistic alignment between people and computers. Journal of Pragmatics, 42(9), 2355–2368.
Branigan, H. P., Pickering, M. J., Pearson, J., McLean, J. F., & Brown, A. (2011). The role of beliefs in lexical alignment: Evidence from dialogs with humans and computers. Cognition, 121(1), 41–57.
Brennan, S. E., & Clark, H. H. (1996). Conceptual pacts and lexical choice in conversation. Journal of Experimental Psychology: Learning, Memory, and Cognition, 22(6), 1482–1493.
Clark, H. H. (1996). Using Language. Cambridge University Press. [URL].
Danescu-Niculescu-Mizil, C., Lee, L., Pang, B., & Kleinberg, J. (2012). Echoes of power: Language effects and power differences in social interaction. Proceedings of the 21st International Conference on World Wide Web, 699–708.
Duran, N. D., Paige, A., & D’Mello, S. K. (2024). Multi-Level Linguistic Alignment in a Dynamic Collaborative Problem-Solving Task. Cognitive Science, 48(1), e13398.
Durugbo, C. M. (2021). Eye tracking for work-related visual search: A cognitive task analysis. Ergonomics, 64(2), 225–240.
Ferreira, V. S., & Bock, K. (2006). The functions of structural priming. Language and Cognitive Processes, 211, 1011–1029.
Ferreira, V. S., & Yoshita, H. (2003). Given-New Ordering Effects on the Production of Scrambled Sentences in Japanese. Journal of Psycholinguistic Research, 32(6), 669–692.
Fine, A. B., & Florian Jaeger, T. (2013). Evidence for Implicit Learning in Syntactic Comprehension. Cognitive Science, 37(3), 578–591.
Foltz, A., Gaspers, J., Meyer, C., Thiele, K., Cimiano, P., & Stenneken, P. (2015). Temporal Effects of Alignment in Text-Based, Task-Oriented Discourse. Discourse Processes, 52(8), 609–641.
Fusaroli, R., Bahrami, B., Olsen, K., Roepstorff, A., Rees, G., Frith, C., & Tylén, K. (2012). Coming to Terms: Quantifying the Benefits of Linguistic Coordination. Psychological Science, 23(8), 931–939.
Garrod, S., & Anderson, A. (1987). Saying what you mean in dialogue: A study in conceptual and semantic co-ordination. Cognition, 271, 181–218.
Giles, H., & Powesland, P. F. (1975). Speech style and social evaluation. Speech Style and Social Evaluation, viii1, 218–viii, 218.
Godfrey, J. J., Holliman, E. C., & McDaniel, J. (1992). SWITCHBOARD: telephone speech corpus for research and development. Proceedings of the 1992 IEEE International Conference on Acoustics, Speech and Signal Processing — Volume 1, 517–520.
Gries, S. Th. (2005). Syntactic Priming: A Corpus-based Approach. Journal of Psycholinguistic Research, 34(4), 365–399.
Gumussoy, Cigdem, Altin, A. E. B., Aycan Pekpazar, Mustafa Esengun, & Ince, G. (2022). Usability Evaluation of TV Interfaces: Subjective Evaluation Vs. Objective Evaluation. International Journal of Human–Computer Interaction, 38(7), 661–679.
Hartsuiker, R. J., & Kolk, H. H. J. (1998). Syntactic persistence in Dutch. Language and Speech, 41(2), 143–184.
Holler, J., & Levinson, S. C. (2019). Multimodal Language Processing in Human Communication. Trends in Cognitive Sciences, 23(8), 639–652.
Horstmann, N., Ahlgrimm, A., & Glöckner, A. (2009). How distinct are intuition and deliberation? An eye-tracking analysis of instruction-induced decision modes. Judgment and Decision Making, 4(5), 335–354.
Huang, J., Liu, X., Lu, M., Sun, Y., Wang, S., Branigan, H. P., & Pickering, M. J. (2023). The head constituent plays a key role in the lexical boost in syntactic priming. Journal of Memory and Language, 1311, 104416.
Ivanova, I., Branigan, H., McLean, J., Costa, A., & Pickering, M. (2021). Lexical Alignment to Non-native Speakers. Dialogue & Discourse, 121, 145–173.
Jaeger, T. F., & Snider, N. (2007). Implicit Learning and Syntactic Persistence: Surprisal and Cumulativity. [URL]
Jaeger, T. F., & Snider, N. E. (2013). Alignment as a consequence of expectation adaptation: Syntactic priming is affected by the prime’s prediction error given both prior and recent experience. Cognition, 127(1), 57–83.
Kantola, L., Gompel, R. P. G. van, & Wakeford, L. J. (2023). The head or the verb: Is the lexical boost restricted to the head verb? Journal of Memory and Language, 1291, 104388.
Karkowska, K., Namednikava, D., Placiński, M., Pleyer, M., & Matzinger, T. (2024). The relationship between non-verbal alignment and cooperativeness in a game theory-based TV show. In Proceedings of the Annual Meeting of the Cognitive Science Society (Vol. 461).
Krejtz, K., Duchowski, A. T., Niedzielska, A., Biele, C., & Krejtz, I. (2018). Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze. PLOS ONE, 13(9), 1–23.
Kulesza, W., Dolinski, D., Huisman, A., & Majewski, R. (2014). The Echo Effect: The Power of Verbal Mimicry to Influence Prosocial Behavior. Journal of Language and Social Psychology, 33(2), 183–201.
Lev-Ari, S., & Peperkamp, S. (2017). Language for $200: Success in the environment influences grammatical alignment. Journal of Language Evolution, 2(2), 177–187.
Levinson, S. C., & Torreira, F. (2015). Timing in turn-taking and its implications for processing models of language. Frontiers in Psychology, 61.
Mahowald, K., James, A., Futrell, R., & Gibson, E. (2016). A meta-analysis of syntactic priming in language production. New Approaches to Structural Priming, 911, 5–27.
Matzinger, T., Placiński, M., Gutowski, A., Lewandowski, M., Żywiczyński, P., & Wacewicz, S. (2024). Inherent linguistic preference outcompetes incidental alignment in cooperative partner choice. Language and Cognition, 16(4), 1834–1851.
Partan, S. R., & Marler, P. (2005). Issues in the Classification of Multimodal Communication Signals. The American Naturalist, 166(2), 231–245.
Pickering, M. J., & Branigan, H. P. (1998). The Representation of Verbs: Evidence from Syntactic Priming in Language Production. Journal of Memory and Language, 391, 633–651.
Pickering, M. J., & Garrod, S. (2004). Toward a mechanistic psychology of dialogue. The Behavioral and Brain Sciences, 27(2), 169–190; discussion 190–226.
(2006). Alignment as the Basis for Successful Communication. Research on Language and Computation, 4(2), 203–228.
Placiński, M. (2019). Interactive alignment in Polish: A CMC-based study. Beyond Philology An International Journal of Linguistics, Literary Studies and English Language Teaching, (16/1), 45–76.
Placiński, M., & Żywiczyński, P. (2023). Modality effect in interactive alignment: Differences between spoken and text-based conversation. Lingua, 2931, 103592.
Placiński, M., Matzinger, T., Baumann, A., Żywiczyński, P., Hartmann, S., Boehm, I., Pleyer, M., & Wacewicz, S. (2024). Does syntactic alignment predict cooperation? A corpus study of the prisoner’s dilemma. The Evolution of Language Conferences.
Rasenberg, M., Özyürek, A., & Dingemanse, M. (2020). Alignment in Multimodal Interaction: An Integrative Framework. Cognitive Science, 44(11), e12911.
(2022). The Primacy of Multimodal Alignment in Converging on Shared Symbols for Novel Referents. Discourse Processes, 59(3), 209–236.
Reitter, D., & Moore, J. D. (2014). Alignment and task success in spoken dialogue. Journal of Memory and Language, 761, 29–46.
Sacks, H., Schegloff, E. A., & Jefferson, G. (1974). A Simplest Systematics for the Organization of Turn-Taking for Conversation. Language, 50(4), 696–735.
Scheepers, C., & Corley, M. (2000). Syntactic priming in German sentence production. In L. R. Gleitman & A. K. Joshi (Eds.), Proceedings of the 22nd Annual Conference of the Cognitive Science Society (pp. 435–440). Lawrence Erlbaum Associates.
Schoot, L., Hagoort, P., & Segaert, K. (2019). Stronger Syntactic Alignment in the Presence of an Interlocutor. Frontiers in Psychology, 101, 685.
Segaert, K., Kempen, G., Petersson, K. M., & Hagoort, P. (2013). Syntactic priming and the lexical boost effect during sentence production and sentence comprehension: An fMRI study. Brain and Language, 124(2), 174–183.
Simonovic, B., Stupple, E. J. N., Gale, M., & Sheffield, D. (2018). Performance Under Stress: An Eye-Tracking Investigation of the Iowa Gambling Task (IGT). Frontiers in Behavioral Neuroscience, Volume 12–2018.
Szmrecsanyi, B. (2006). Morphosyntactic persistence in spoken English: A corpus study at the intersection of variationist sociolinguistics, psycholinguistics, and discourse analysis. Mouton de Gruyter.
Tobar-Henríquez, A., Rabagliati, H., & Branigan, H. P. (2021). Speakers extrapolate community-level knowledge from individual linguistic encounters. Cognition, 2101, 104602.
Tooley, K. M., Pickering, M. J., & Traxler, M. J. (2019). Lexically-mediated syntactic priming effects in comprehension: Sources of facilitation. Quarterly Journal of Experimental Psychology, 72(9), 2176–2196.
Traxler, M. J. (2015). Priming of Early Closure: Evidence for the Lexical Boost during Sentence Comprehension. Language, cognition and neuroscience, 30(4), 478–490.
Traxler, M. J., Tooley, K. M., & Pickering, M. J. (2014). Syntactic priming during sentence comprehension: Evidence for the lexical boost. Journal of Experimental Psychology: Learning, Memory, and Cognition, 40(4), 905.
van Baaren, R. B. (2005). The Parrot Effect: How to Increase Tip Size: How to Increase Tip Size. Cornell Hotel and Restaurant Administration Quarterly, 46(1), 79–84.
Velichkovsky, B. M., Challis, B. H., & Pomplun, M. (1995). Working memory and work with memory: Visual-spatial and further components of processing. Zeitschrift fur experimentelle Psychologie : Organ der Deutschen Gesellschaft fur Psychologie, 42(4), 672–701.
