Probabilistic constraints and syntactic ambiguity resolution
Abstract
Natural languages contain probabilistic constraints that influence the resolution of ambiguities. Current models of sentence processing agree that probabilistic constraints affect syntactic ambiguity resolution, but there has been little investigation of the constraints themselves-what they are, how they differ in their effects on processing, and how they interact with one another. Three different types of probabilistic constraints were investigated: “pre-ambiguity” plausibility information, information about verb argument structure frequencies, and “post-ambiguity” constraints that arrive after the introduction of the ambiguity but prior to its disambiguation. Reading times for syntactically ambiguous sentences were compared to reading times for unambiguous controls in three self-paced reading experiments. All three kinds of constraints were found to be helpful, and when several constraints converged, ambiguity resolution was facilitated compared to when constraints conflicted. The importance of these constraint interactions for ambiguity resolution models is discussed.
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The ambiguity in sentences like 'The plane left for...' is strongly constrained by the frequency with which the ambiguous verb occurs in transitive and passive structures.
“Thus, the ambiguityis stronglyconstrained bythe frequencywith which the ambiguous verb occurs in transitive and passive structures, of which reduced relative clauses are a special type (MacDonald, 1994; MacDonald, Pearlmutter, & Seidenberg, 1994; Trueswell, 1996).”
From FREQUENCY EFFECTS IN LANGUAGE PROCESSING: A Review with Implications for Theories of Implicit and Explicit Language Acquisition (2002) · cites this paper as MacDonald, 1994
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- Authors
- MacDonald, M. C.
- Affiliations
- University of Southern California (US)
- Corresponding author
- MacDonald, Maryellen C.
- Venue
- Language and Cognitive Processes
- Publisher
- Informa UK Limited
- Published
- 1994-05
- Volume
- 9
- Issue
- 2
- Pages
- 157-201
- ISSN
- 0169-0965 (ISSN-L)
- 1464-0732
- OpenAlex
- W2154590657
- Cited by
- 379
- References
- 46
- Citations by year
- 2026: 8 · 2025: 6 · 2024: 6 · 2023: 11 · 2022: 11 · 2021: 4 · 2020: 8 · 2019: 9 · 2018: 10 · 2017: 8 · 2016: 12 · 2015: 10 · 2014: 8 · 2013: 11 · 2012: 8
- FWCI
- 5.74
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Language and Cognitive Processes (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Social Sciences › Arts and Humanities › Language and Linguistics › Syntax, Semantics, Linguistic Variation
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Keywords
- syntactic ambiguity resolution, chance constraints, constraint interaction, reading time, self-paced reading, sentence processing, ambiguity disambiguation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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