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{ "pk": 26492, "title": "Connectionist Semantic Systematicity in Language Production", "subtitle": null, "abstract": "A novel connectionist model of sentence production is pre-sented, which employs rich situation model representationsoriginally proposed for modeling systematicity in comprehen-sion (Frank, Haselager, & van Rooij, 2009). The high overallperformance of our model demonstrates that such represen-tations are not only suitable for comprehension, but also formodeling language production. Further, the model is able toproduce novel encodings (active vs. passive) for a particularsemantics, as well as generate such encodings for previouslyunseen situations, thus demonstrating both syntactic and se-mantic systematicity. Our results provide yet further evidencethat such connectionist approaches can achieve systematicity,in production as well as comprehension.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "systematicity; sentence production; connectionist;semantics; syntax; neural networks" } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/99v5x35t", "frozenauthors": [ { "first_name": "Jesus", "middle_name": "", "last_name": "Calvillo", "name_suffix": "", "institution": "Saarland University", "department": "" }, { "first_name": "Harm", "middle_name": "", "last_name": "Brouwer", "name_suffix": "", "institution": "Saarland University", "department": "" }, { "first_name": "Matthew", "middle_name": "W.", "last_name": "Crocker", "name_suffix": "", "institution": "Saarland University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2016-01-01T10:00:00-08:00", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26492/galley/16128/download/" } ] }