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{ "pk": 26853, "title": "Word Embedding Distance Does not Predict Word Reading Time", "subtitle": null, "abstract": "It has been claimed that larger semantic distance between thewords of a sentence, as quantified by a distributional seman-tics model, increases both N400 size and word-reading time.The current study shows that the reading-time effect disap-pears when word surprisal is factored out, suggesting that theearlier findings were caused by a confound between semanticdistance and surprisal. This absence of a behavioural effectof semantic distance (in the presence of a strong neurophysi-ological effect) may be due to methodological differences be-tween eye-tracking and EEG experiments, but it can also beinterpreted as evidence that eye movements are optimized forreading efficiency.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "reading; eye tracking; N400; distributional seman-tics; semantic distance; word surprisal" } ], "section": "Talks: Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/26n4d54c", "frozenauthors": [ { "first_name": "Stefan", "middle_name": "L.", "last_name": "Frank", "name_suffix": "", "institution": "Radboud University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2017-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26853/galley/16489/download/" } ] }