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{ "pk": 49184, "title": "Blending Boundaries: A Computational Approach to How Bilinguals Reconcile Cross-Linguistic Categorization", "subtitle": null, "abstract": "We categorize the world using labels that aid memory, recognition, and generalization. While some concepts have clear boundaries, others are more fluid, leading to cross-linguistic differences. How bilinguals manage these differences remains unclear. We investigate this by comparing English monolinguals, Mandarin monolinguals, and Mandarin-English bilinguals in a 2AFC task to test whether bilinguals' categorization aligns with monolingual norms or forms an integrated system. Additionally, we develop a neural network model to simulate category boundary formation under varying language exposure. Our model closely mirrors behavioral data, supporting the idea that bilinguals develop a shared categorization system shaped by dominant language exposure. This combined behavioral and computational approach offers new insights into how bilinguals resolve cross-linguistic conflict and the cognitive mechanisms underlying multilingual concept organization.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Papers with Oral Presentation", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/07t9r6vj", "frozenauthors": [ { "first_name": "Aditi", "middle_name": "", "last_name": "Singh", "name_suffix": "", "institution": "New York University", "department": "" }, { "first_name": "Maya", "middle_name": "", "last_name": "Taliaferro", "name_suffix": "", "institution": "New York University", "department": "" }, { "first_name": "Grace", "middle_name": "", "last_name": "Lindsay", "name_suffix": "", "institution": "New York University", "department": "" }, { "first_name": "Esti", "middle_name": "", "last_name": "Blanco-Elorrieta", "name_suffix": "", "institution": "New York University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2025-01-01T10:00:00-08:00", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/49184/galley/37145/download/" }, { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/49184/galley/38690/download/" } ] }