Litcius/Paper detail

Predicting syntactic structure

Fernanda Ferreira, Zhuang Qiu

2021Brain Research72 citationsDOIOpen Access PDF

Abstract

Prediction in language processing has been a topic of major interest in psycholinguistics for at least the last two decades, but most investigations focus on semantic rather than syntactic prediction. This review begins with a discussion of some influential models of parsing which assume that comprehenders have the ability to anticipate syntactic nodes, beginning with left-corner parsers and the garden-path model and ending with current information-theoretic approaches that emphasize online probabilistic prediction. We then turn to evidence for the prediction of specific syntactic forms, including coordinate clauses and noun phrases, verb arguments, and individual nouns, as well as studies that use morphosyntactic constraints to assess whether a specific semantic prediction has been made. The last section considers the implications of syntactic prediction for theories of language architecture and describes four avenues for future research.

Topics & Concepts

Computer scienceParsingNatural language processingPsycholinguisticsArtificial intelligenceNounVerbNoun phraseSyntaxLinguisticsFocus (optics)Probabilistic logicSemantic role labelingSentence processingSentencePsychologyCognitionPhilosophyPhysicsOpticsNeuroscienceNeurobiology of Language and BilingualismNatural Language Processing TechniquesSyntax, Semantics, Linguistic Variation