{
  "id": 18472,
  "url": "https://www.sciencedirect.com/science/article/pii/S2666920X26001268?dgcid=rss_sd_all",
  "title": "Neuro-symbolic pedagogical alignment (NSPA) for long-horizon classroom discourse analysis: Mitigating dialect bias via counterfactual preference optimization",
  "summary": "Publication date: Available online 10 August 2026 Source: Computers and Education: Artificial Intelligence Author(s): Qianyi Fang, Wenhe Liu",
  "authors": null,
  "category": "research",
  "topics": "bias-fairness,safety-alignment,children-education",
  "orgs": null,
  "regions": null,
  "published_at": "2026-08-12T05:10:43.828Z",
  "fetched_at": "2026-08-12T05:10:43.828Z",
  "source_slug": "x-computers-and-education-artificial-intel",
  "source_name": "Computers and Education: Artificial Intelligence",
  "source_homepage": "https://www.sciencedirect.com/journal/computers-and-education-artificial-intelligence",
  "ethics_ai_record_url": "https://ethics.ai/record/18472",
  "original_url": "https://www.sciencedirect.com/science/article/pii/S2666920X26001268?dgcid=rss_sd_all",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}