An Experimental Investigation of Syntactic Priming and the Lexical Boost in Language Production

Lead Research Organisation: University of Dundee
Department Name: Psychology

Abstract

An essential part of producing a sentence involves the construction of its syntax. How this is done is a fundamental question in language production research. People often have choices how to express a message. For example, they can say either (1a) or (1b); both sentences express a similar meaning, but their syntactic structures are different.

1a. The driver showed the overall to the mechanic.
1b. The driver showed the mechanic the overall.

Research has shown that people tend to repeat recently spoken or heard structures: they tend to produce (1a) more often after hearing (2a) than (2b), and (1b) more often after (2b) than (2a), a finding termed "structural priming".

2a. The doctor gave the syringe to the nurse.
2b. The doctor gave the nurse the syringe.

Structural priming can inform us about the structural representations that people access during language production. One critical finding is that structural priming is stronger when the verb in the sentence to be produced is the same as in the previous sentence: the "lexical boost effect". For example, (1a) is more strongly primed by "The doctor showed the syringe to the nurse" than by (2a). There is currently much debate about the origin of the lexical boost and the precise circumstances under which it occurs.
Based on pilot studies, we suggest a hierarchical account, which assumes that hierarchical relations play an important role in the lexical boost: a structural representation (e.g., "the syringe to the nurse/the nurse the syringe") is associated not just with its own head (e.g., "gave"), but with any head of a structure in which the representation is embedded. This account makes novel predictions about the lexical boost. For example, despite the fact that "hesitated" in (3a) is not the head of "the syringe to the nurse/the nurse the syringe", priming should be larger when the prime (3a) and target to be produced (3b) contain the same verb ("hesitated") than when the verbs are different ("decided" and "hesitated"), because these verbs are the head of the larger structure "to show the overall to the mechanic/the mechanic the overall".

3a. The driver hesitated/decided to show the overall to the mechanic/the mechanic the overall. (prime)
3b. The doctor hesitated to give ... (target)

In contrast, repetition of "doctor" in (4) should not result in a lexical boost, because it is not the head of a structure that contains "the syringe to the nurse/the nurse the syringe".

4a. The driver/doctor showed the overall to the mechanic/the mechanic the overall. (prime)
4b. The doctor hesitated to give ... (target)

These predictions are different from existing accounts. The experiments will investigate which account makes the correct assumptions about how syntactic structures are mentally represented. We will ask approximately 40 participants to read aloud primes such as (3a, 4a) and then to provide a completion to targets such as (3b, 4b). Around 40 prime-target pairs will be tested.
A series of experiments will address several major questions. In addition to the question of whether the lexical boost occurs when the repeated word is the head of a structure in which the primed structure is embedded, we will ask whether the distance between the repeated word and the primed structure matters. Other questions will concern the duration of the boost and whether it is due to explicit memory of the repeated word from the prime. This is important for understanding language production and will contribute to language production models. Research so far has not provided clear answers to the question of what structural information is stored and with which words. Our study will lead to a better understanding of how people produce syntax and contribute to a more precise model of structural priming.

Planned Impact

Speakers often repeat the syntax of sentences, a phenomenon called "structural priming". When experimentally elicited, structural priming can inform us about the processes underlying sentence production. In the proposed project, we will focus on the "lexical boost effect", the finding that structural priming is stronger when specific words in the sentences are also repeated. This will inform us how syntactic structures are organised around specific words and allow us to test the main theories of structural priming. The ultimate aim of the project is to develop a more precise model of how speakers mentally represent syntax. The results will lead to a refinement of current models of language production. As explained in the "academic beneficiaries" section, this will benefit a wide variety of language research, including language production research, computational modelling, linguistic theory and memory research.

Non-academic impact
Although our project will primarily have academic beneficiaries, our understanding of how and when language users repeat sentence structures can be useful for the development of automatic language generation and comprehension systems such as in car navigation systems, automatized text summarising, automatic translation and augmentative alternative communication systems for people who cannot speak. First, if these systems repeat structure in a similar way as humans do, they will produce more naturalistic language. Second, repeating structures from a previous utterance could facilitate natural language generation, because the system does not need to generate structure from scratch. Natural language generation systems have the potential to increase both economic competitiveness and the effectiveness of public services by facilitating communication and information transfer. When used for augmentative alternative communication, they enhance people's well-being.

Professional skills
The project will have a direct impact on the skills of the staff involved. The postdoctoral researcher will develop several professional skills that are transferrable to other employment sectors. They include working in an international team (Dundee, Ghent, Umeå), coordinating the collaboration between the universities involved, giving presentations and writing articles, computer and statistical analysis skills, and publicising the work to both the scientific community and the wider public. The division of Psychology in Dundee has a research apprenticeship scheme that allows undergraduate students to assist in a research project. As part of this scheme, we will recruit students to help us on the project. This will give the postdoctoral researcher experience in supervision while the undergraduate students get experience in material construction, running experiments and data analysis.

Outreach
In the past, the PI has had press coverage in newspapers and the local radio. We will liaise with the Press Office at the University of Dundee to attract coverage in the media. In order to publicise our work to the wider public, we also aim to present at "Café Science", which is a series of scientific talks to the public in Dundee, and contribute to exhibitions at the Science Festival organised by the Dundee Science Centre. A website interfacing with Twitter and Facebook will be used to publicise our research to the wider public. The aim of these outreach activities is to inform the public interested in understanding how language is shaped by the mind and how current developments in language science inform us about this.

Publications

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Arai M (2022) Lexically independent representation of the monotransitive structure. in Quarterly journal of experimental psychology (2006)

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Carminati M (2019) An investigation into the lexical boost with nonhead nouns in Journal of Memory and Language

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Kantola L (2023) The head or the verb: Is the lexical boost restricted to the head verb? in Journal of Memory and Language

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Van Gompel R (2022) No looking back: the effects of visual cues on the lexical boost in structural priming in Language, Cognition and Neuroscience

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VAN GOMPEL R (2017) Structural priming in bilinguals in Bilingualism: Language and Cognition

 
Description The aim of the project was to investigate how language users mentally represent the syntax of sentences, in particular, to what extent sentence structures are represented with specific words in the sentence. To examine this, we conducted a series of experiments investigating the lexical boost in structural priming. The lexical boost refers to the finding that structural priming (the tendency of speakers to repeat the same structure across utterances) is stronger when particular words in the sentences are also repeated. The project has yielded three key findings.

1. Argument structures are represented with their syntactic head. In sentences such as (1) "the painter hesitated to give the apprentice the ladder" and (2) "the painter hesitated to give the ladder to the apprentice", the verb "give" is the head of "the apprentice the ladder/the ladder to the apprentice" because it determines their grammaticality (cf. the ungrammatical "donated the apprentice the ladder"). We conducted structural priming experiments in which participants first read aloud a prime sentence such as (1) or (2) and then completed a target sentence fragment (e.g., "the farmer proceeded to lend "). Participants tended to repeat the structure of the prime sentence and this priming was stronger if the head verb ("lend") was repeated (a lexical boost). This showed that the structures are mentally associated with this head verb. In contrast, the repetition of other words in the sentence (e.g., "hesitated", "apprentice", "ladder") did not boost priming, indicating that the structures are not associated with these words.

2. Adjunct position in the sentence is associated with all content words in the sentence. In "The driver frequently shaved" and "The driver shaved frequently", none of the words syntactically licenses the position of the adjunct "frequently". Our experiments showed that structural priming was boosted by the repetition of any of the content words (e.g., "driver", "shaved"), indicating that adjunct position is associated with all words in the sentence. In combination with key finding (1), this shows that there is a fundamental distinction in the way that argument and adjunct structures are mentally represented.

3. Memory mechanisms underlying lexically-dependent and lexically-independent structural priming are similar. Some previous research has suggested that structural priming in the absence of word repetition (lexically-independent priming) and the lexical boost (lexically-dependent priming) use different memory mechanisms. Our results suggest that this is not the case: We found that both types of priming lasted across intervening sentences provided that there was sufficient priming input (two prime sentences rather than one), indicating that both lexically-dependent and -independent structural representations are encoded in long-term memory. In addition, both types of priming were enhanced to the same extent by a concurrent explicit memory task for the sentences in the experiment, suggesting that both rely to a similar extent on explicit memory of the prime sentence.

Our findings have important implications for structural priming theories. They do not support theories that assume that the memory mechanisms underlying lexically-dependent and -independent structural priming are fundamentally different, and that therefore, the lexical boost should occur with the repetition of any content word. They are more consistent with theories that claim that structural representations are inherently lexical and that lexically-dependent and -independent structural priming therefore involve similar mechanisms. Our research suggests that for the latter type of theories, it is important to make a distinction between the representation of argument and adjunct structures.
Exploitation Route Some of our experiments showed different results depending on the priming method. It would be valuable for future research to determine to what extent findings in the structural priming literature have been affected by the method and to develop accounts of why the method plays a role.

We have found that the repetition of any content word in the sentence boosted priming of adjunct position. Does this generalise to other adjunct structures?

We have found that a lexical boost persists across intervening sentences if we use two primes. Previous studies have not found a long-lasting lexical boost, but they tested different sentence structures and used only a single prime. Is the lexical boost with the structures used in these previous studies long lasting if two primes are used?
Sectors Education,Electronics

URL https://sites.dundee.ac.uk/langprolab/
 
Title Effect of Memory Task on Structural Priming, 2017-2022 
Description Participants read aloud either a prepositional object (PO) or double object (DO) prime sentence, followed by a target fragment that they could complete using either a PO or DO structure using pictures that were presented simultaneously with the target fragment. We also manipulated whether the verb in the prime and target was the same or different. In Experiment 1, 25% of all reading trials (i.e. without picture) re-appeared two to six sentences later, either as an identical sentence or with a slight change in the wording. Participants were asked to read them aloud and had to indicate whether the sentence was identical to a previous sentence or not. In Experiment 2, the same sentences re-appeared, but participants did not have a memory task and simply read them aloud. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact A manuscript based on these data is currently in preparation 
URL http://reshare.ukdataservice.ac.uk/id/eprint/855904
 
Title Effects of Visual Cues on the Lexical Boost Effect in Structural Priming, 2017-2021 
Description Four structural priming experiments used a sentence fragment completion task in which participants had to complete both prime and target sentence fragments. We manipulated (1) the prime structure (prepositional object or double object eliciting ditransitive structure, e.g., the cleaner showed the ladder to ... or the cleaner showed the apprentice ...) and (2) whether a word in the prime was repeated in the target. Target fragments consisted of a subject noun phrase followed by a verb (e.g., A painter lent ), which participants could complete as either a prepositional object or double object structure. In Experiments 1 and 2, we manipulated the repetition of the subject noun, whereas in Experiments 3 and 4, we manipulated the repetition of the ditransitive verb. We used two different tasks in order to investigate whether structural priming was affected by whether participants could see the prime when completing the target. In Experiments 1 and 3, participants received booklets and provided hand-written completions to the sentence fragments, so they could see the prime and target simultaneously. In Experiments 2 and 4, participants typed responses to the sentence fragments that appeared one-by-one on a computer screen, so they could not see earlier fragments and completions. As the dependent variable, we scored whether participants completed the target fragments with a prepositional object or double object structure. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact This research was published as: Van Gompel, R.P.G., Wakeford, L.J., & Kantola, L. (2022). No looking back: the effects of visual cues on the lexical boost in structural priming. Language, Cognition, and Neuroscience. It was also presented as: Wakeford, L.J., & Kantola, L., & Van Gompel, R.P.G. (2020). Task-Dependent Effects in the Lexical Boost. Experimental Psychology Society. September 2020, London, UK. Wakeford, L.J., & Kantola, L., & Van Gompel, R.P.G. (2019). Lexical boost from the subject noun: the influence of task. CUNY Conference on Human Sentence Processing 32, March 2019. Boulder (CO), USA. 
URL https://reshare.ukdataservice.ac.uk/854386/
 
Title Is the Lexical Boost Due to the Recency of the Repeated Word: Experimental Data, 2017-2022 
Description In two structural priming experiments, participants read a Dutch prime sentence aloud, followed by a Dutch target fragment that they had to complete using pictures. Prime sentences were either double object (DO) or prepositional object (PO) ditransitive structures such as "Gauw bracht de arts de masseur een handdoek/een handdoek aan de masseur" (Quickly brought doctor the masseur a towel/a towel to the masseur). Targets consisted of sentence fragments that could be completed using either a DO or PO structure (e.g., "Onlangs leende de boxer " Recently lent the boxer with pictures of a boxer, shirt and football). In Experiment 1, we manipulated (1) the prime structure (DO or PO) and (2) whether the prime and target had the same subject noun (e.g., boxer). In Experiment 2, we manipulated whether the prime and target had the same verb (e.g., leende) or not, in addition to manipulating the prime structure. In both experiments, we scored whether participants completed the target fragments with a prepositional object or double object structure and used this as the dependent measure. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact A manuscript based on the data is currently in preparation 
URL http://reshare.ukdataservice.ac.uk/id/eprint/855871
 
Title Is the Lexical Boost Restricted to the Licensing Verb? 2017-2022 
Description In three structural priming experiments, participants read a prime sentence aloud, followed by a target fragment that they had to complete. In Experiments 1 and 2, participants had to complete the targets by using words for pictures that were simultaneously presented, whereas in Experiment 3, there were no pictures. We manipulated (1) the prime structure (prepositional object/PO or double object ditransitive/DO structure, e.g., the painter hesitated to lend the apprentice the ladder or the painter hesitated to lend the ladder to the apprentice) and (2) whether the matrix verb in the prime (e.g., hesitated) was repeated in the target (e.g., The farmer hesitated to show ). In Experiment 1, the prime and target verbs were relatively frequent, whereas in Experiments 2 and 3, they were less frequent. As the dependent variable, we scored whether participants completed the target fragments with a prepositional object or double object structure. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact These data were presented as: Wakeford, L.J., Kantola, L., & Van Gompel, R.P.G. (2018). An investigation of lexical-syntactic representations using structural priming. Experimental Psychology Society. January 2020, London, UK. 
URL https://reshare.ukdataservice.ac.uk/855869/
 
Title Structural Priming of Adjunct Position, 2017-2022 
Description Four experiments investigated structural priming of adjunct phrase position in a sentence in order to investigate how they are represented. In Experiment 1, we manipulated the position of an adverb within the prime sentence: it appeared either before the verb (The driver frequently shaved) or after it (The driver shaved frequently). Participants read the prime sentence aloud and then described a target picture using a word or words underneath, for example, a picture of a sailor shaving with the word "carefully" underneath it. The target verb was either the same as in the prime (both "shaved") or different ("stretched" and "shaved"). In Experiment 2, we manipulated the position of a temporal phrase in the prime sentence: it appeared either at the beginning of the sentence (e.g., "before breakfast the driver stretched") or at the end ("the driver stretched before breakfast"). As in Experiment 1, we also manipulated verb repetition between the prime and target. Experiments 3 and 4 were the same as Experiments 1 and 2 respectively, but instead of manipulating verb repetition, we manipulated the repetition of either the adverb (Experiment 3) or the temporal phrase (Experiment 4). 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact These data were presented as: Konradt, A., Van Gompel, R.P.G., & Kantola, L. (2022). The representation of adjuncts: Findings from structural priming. Architectures and Mechanisms of Sentence Processing 28. York, United Kingdom, September 2022. 
URL http://reshare.ukdataservice.ac.uk/id/eprint/855892
 
Title The Effect of Intervening Sentences on Lexically Independent Priming and the Lexical Boost, 2017-2022 
Description We conducted structural priming experiments in which participants first read aloud and completed a prime fragment using pictures, followed by a target fragment. We manipulated whether the structure in the prime consisted of an adjective followed by a noun (e.g., "the underlined ..." presented with a picture of an underlined cat or crown) or a noun followed by a relative clause (e.g., "the ... that is underlined" with a picture of an underlined cat or crown), as well as whether the noun in the prime and target was the same (cat) or different (crown and cat). Participants could complete the target fragment using either an adjective-noun or noun-relative clause structure (e.g., "The ..." presented with a picture of a highlighted cat). In Experiment 1, we also manipulated whether the target immediately followed the prime or there were two unrelated intervening sentences between the prime and target. In Experiments 2 and 3, there were two intervening sentences in all conditions. Experiments 1 and 2 had a single prime, whereas Experiment 3 had two primes that both had the same structure and same noun. The first of these primes was a complete noun phrase that participants read aloud, either an adjective-noun or noun-relative clause structure, followed by a prime and target fragment with pictures. All experiments were conducted online using the experiment software Gorilla. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact These data have been presented as: Konradt, A., Van Gompel, R.P.G., & Kantola, L. (2022). The lexical boost persists across intervening utterances with sufficient priming input. Architectures and Mechanisms of Language Processing 28, September 2022. York, United Kingdom. Konradt, A., Van Gompel, R.P.G., & Kantola, L. (2022). The decay of the lexical boost: New evidence from noun phrase priming. Human Sentence Processing 35, March 2022. Santa Cruz CA, USA. 
URL https://reshare.ukdataservice.ac.uk/855885/
 
Description Collaboration between Roger van Gompel (University of Dundee) and Leila Kantola (University of Umea) 
Organisation Umea University
Country Sweden 
Sector Academic/University 
PI Contribution My contribution to the long-standing research collaboration with Leila Kantola from the University of Umea has been in terms of experimental ideas, design and analysis of a series of psycholinguistic studies on reference and sentence production.
Collaborator Contribution Leila Kantola's contribution has been in terms of intellectual input and carrying out experimental work.
Impact Van Gompel, R. P. G., Wakeford, L.J., & Kantola, L. (2022). No looking back: the effects of visual cues on the lexical boost in structural priming. Language, Cognition and Neuroscience. Konradt, A., Van Gompel, R. P. G., & Kantola, L. (2022). The decay of lexical boost: New evidence from noun phrase priming. Poster presented at the 35th Annual Conference on Human Sentence Processing conference, Santa Cruz (CA), March 2022. Van Gompel, R. P. G., Wakeford, L.J., & Kantola, L. (2020). An investigation of lexical-syntactic representations using structural priming. Poster presented at the Experimental Psychology Society Meeting, London, January 2020. Wakeford, L.J. Van Gompel, R. P. G. & Kantola, L. (2020). Task-dependent effects in the lexical boost. Poster presented at the Experimental Psychology Society Meeting, London, January 2020. Wakeford, L.J. Kantola, L., & Van Gompel, R. P. G. (2019). Task-dependent effects in the lexical boost. Poster presented at the 23th AMLaP conference, Moscow, September 2019. Wakeford, L.J., Kantola, L., & Van Gompel, R. P. G. (2019). Lexical boost from the subject noun: The influence of task. Poster presented at the 32nd CUNY conference on human sentence processing, Boulder, CO, March 2019. Wakeford, L.J., Kantola, L., & Van Gompel, R. P. G. (2018). Lexical boost from the matrix verb. Poster presented at the 24th AMLaP conference, Berlin, September 2018. Kantola, L., & Van Gompel, R. P. G. (2016). Is anaphoric reference cooperative? Quarterly Journal of Experimental Psychology, 69, 1109-1128. Kantola, L. & Van Gompel, R.P.G. (2011). Between- and within-language priming is the same: Evidence for shared bilingual representations. Memory & Cognition, 39, 276-290.
Start Year 2008
 
Description Collaboration between Roger van Gompel (University of Dundee) and Rob Hartsuiker (University of Ghent) 
Organisation University of Ghent
Country Belgium 
Sector Academic/University 
PI Contribution My contribution to the collaboration with Rob Hartsuiker (University of Ghent) has been in terms of experiment ideas, design and analysis of studies on structural priming.
Collaborator Contribution Rob Hartsuiker 's (University of Ghent) has contributed to the collaboration by providing theoretical input on the ideas and the design of experiments on structural priming.
Impact No outputs yet
Start Year 2019
 
Description Laboratory website 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact The website is intended to give the general public and other research general information about the project.
Year(s) Of Engagement Activity 2018,2020,2021,2022,2023
URL https://sites.dundee.ac.uk/langprolab/