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Trying to make it work: Compositional effects in the processing of compound "nonwords".
Fritz Günther1, Marco Marelli1,2
1University of Milano-Bicocca, Milan, Italy.
English speakers rapidly process novel word meanings through semantic compositionality. Even when not required, this automatic process influences how quickly new words are understood, impacting research.
Area of Science:
- Psycholinguistics
- Computational Linguistics
- Cognitive Science
Background:
- English speakers frequently encounter novel compounds daily.
- Effective communication relies on rapid comprehension of these new word meanings.
- The ease of semantic composition varies significantly among novel compounds.
Purpose of the Study:
- To quantitatively measure the semantic compositionality of novel English compounds.
- To test the hypothesis that processing speed is affected by the ease of semantic composition.
- To investigate automatic compositional processing in language.
Main Methods:
- Utilized a computational model based on distributional semantics.
- Conducted two large-scale studies involving timed sensibility judgments and lexical decisions.
- Collected data on hundreds of morphologically structured English nonwords.
Main Results:
- Response times were significantly predicted by the semantic contribution of word constituents.
- More compositional nonwords led to slower rejection times.
- No significant difference in compositional effects was observed between the two tasks.
Conclusions:
- Speakers automatically engage in semantic composition for morphologically structured stimuli, irrespective of task demands.
- The degree of semantic compositionality influences the processing speed of novel compounds.
- Findings have implications for research using novel words as stimuli, as compositionality affects response times.
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