When we read, we do not fixate on each word! How does that work? By deep theory those sorts of decisions must be the result of complex decisions involving the specific “word,” the linguistic context in which it appears, and visual information. But is reading really all that difficult? After all, simple heuristics models of reading seem to do sort of okay by only considering the additive effects of word and context. Entropy measures do well at predicting word “skipping” and (...) suggest that “word frequency” may play the dominant role in the “decision” to skip or not skip! (shrink)

Christiansen & Chater propose that language comprehenders must immediately compress perceptual data by “chunking” them into higher-level categories. Effective language understanding, however, requires maintaining perceptual information long enough to integrate it with downstream cues. Indeed, recent results suggest comprehenders do this. Although cognitive systems are undoubtedly limited, frameworks that do not take into account the tasks that these systems evolved to solve risk missing important insights.