ArticleFrontiers in psychology2021
An Information-Theoretic Account of Semantic Interference in Word Production.
Article in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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1 citing paper in PubMed.
- Information-theoretic principles in incremental language production.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
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Abstract
I present a computational-level model of semantic interference effects in online word production within a rate-distortion framework. I consider a bounded-rational agent trying to produce words. The agent's action policy is determined by maximizing accuracy in production subject to computational constraints. These computational constraints are formalized using mutual information. I show that semantic similarity-based interference among words falls out naturally from this setup, and I present a series of simulations showing that the model captures some of the key empirical patterns observed in Stroop and Picture-Word Interference paradigms, including comparisons to human data from previous experiments.
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