Similarity-based interference in the processing of classifier-noun dependencies in Mandarin Chinese

• Four studies tested interference effects in Mandarin classifier-noun dependencies. • Bayes factor analyses provided evidence for facilitatory interference but not for inhibitory interference. • Interference did not arise when the distractor noun linearly precedes the distractor noun. During the processing of linguistic dependencies, the presence of a non-dependent word—referred to as a distractor—can sometimes complicate the identification of the correct subject. This phenomenon, known as similarity-based interference, provides a valuable testing ground for competing theories of sentence processing and has garnered significant interest in the field of psycholinguistics. One prominent theory, cue-based retrieval, suggests that the parser initiates a search for the relevant linguistic dependent at the retrieval site (e.g., the verb) based on a set of retrieval cues. In this work, we explore the use of lexicon-specific cues set by classifiers in the retrieval of noun dependents in Mandarin Chinese to provide evidence for the cue-based retrieval mechanism. A further open question is whether the distractor must intervene between the co-dependents (so-called retroactive interference) or whether the distractor can appear to the left of the dependent elements (so-called proactive interference). Previous work has suggested that proactive interference is weaker than retroactive interference, i.e., that the distractor has to intervene between the co-dependents to influence the dependency completion process. Using self-paced reading and A-Maze tasks, and Bayes Factors for hypothesis testing, we found robust evidence for a predicted interference effect in retroactive configurations, but no interference in proactive configurations. We discuss the theoretical implications of the current work for theories of retrieval and sentence processing in general.

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Publication Details

Journal
Journal of Memory and Language
Published
2025-07-16
DOI
https://doi.org/10.1016/j.jml.2025.104669
Primary Topic
Natural Language Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Similarity-based interference in the processing of classifier-noun dependencies in Mandarin Chinese

Zuzanna Fuchs, Shravan Vasishth, Hailin Hao
Journal of Memory and Language
Natural Language Processing Techniques
article

Similarity-based interference in the processing of classifier-noun dependencies in Mandarin Chinese

Zuzanna Fuchs, Shravan Vasishth, Hailin Hao
article en

Abstract

• Four studies tested interference effects in Mandarin classifier-noun dependencies. • Bayes factor analyses provided evidence for facilitatory interference but not for inhibitory interference. • Interference did not arise when the distractor noun linearly precedes the distractor noun. During the processing of linguistic dependencies, the presence of a non-dependent word—referred to as a distractor—can sometimes complicate the identification of the correct subject. This phenomenon, known as similarity-based interference, provides a valuable testing ground for competing theories of sentence processing and has garnered significant interest in the field of psycholinguistics. One prominent theory, cue-based retrieval, suggests that the parser initiates a search for the relevant linguistic dependent at the retrieval site (e.g., the verb) based on a set of retrieval cues. In this work, we explore the use of lexicon-specific cues set by classifiers in the retrieval of noun dependents in Mandarin Chinese to provide evidence for the cue-based retrieval mechanism. A further open question is whether the distractor must intervene between the co-dependents (so-called retroactive interference) or whether the distractor can appear to the left of the dependent elements (so-called proactive interference). Previous work has suggested that proactive interference is weaker than retroactive interference, i.e., that the distractor has to intervene between the co-dependents to influence the dependency completion process. Using self-paced reading and A-Maze tasks, and Bayes Factors for hypothesis testing, we found robust evidence for a predicted interference effect in retroactive configurations, but no interference in proactive configurations. We discuss the theoretical implications of the current work for theories of retrieval and sentence processing in general.

Journal of Memory and LanguageVol. 144
University of Southern California (US), University of Potsdam (DE)
Deutsche Forschungsgemeinschaft, Universität Potsdam
Openalex Percentile: Top 91%
Natural Language Processing Techniques
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