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{ "pk": 26999, "title": "Warm (for winter): Comparison class understanding in vague language", "subtitle": null, "abstract": "Speakers often refer to context only implicitly when using lan-guage. The utterance “it’s warm outside” could signal it’swarm relative to other days of the year or just relative to thecurrent season (e.g., it’s warm for winter). Warm vaguely con-veys that the temperature is high relative to some contextualcomparison class, but little is known about how a listener de-cides upon such a standard of comparison. Here, we formalizehow world knowledge and listeners’ internal models of speechproduction can drive the resolution of a comparison class incontext. We introduce a Rational Speech Act model and de-rive two novel predictions from it, which we validate using aparaphrase experiment to measure listeners’ beliefs about thelikely comparison class used by a speaker. Our model makesquantitative predictions given prior world knowledge for thedomains in question. We triangulate this knowledge with afollow-up language task in the same domains, using Bayesiandata analysis to infer priors from both data sets", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "comparison class; pragmatics; Rational SpeechAct; Bayesian cognitive model; Bayesian data analysis" } ], "section": "Talks: Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/0hq7w5bn", "frozenauthors": [ { "first_name": "Michael", "middle_name": "Henry", "last_name": "Tessler", "name_suffix": "", "institution": "Stanford University", "department": "" }, { "first_name": "Michael", "middle_name": "", "last_name": "Lopez-Brau", "name_suffix": "", "institution": "University of Central Florida", "department": "" }, { "first_name": "Noah", "middle_name": "D.", "last_name": "Goodman", "name_suffix": "", "institution": "Stanford 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/26999/galley/16635/download/" } ] }