We have 3 of 5 papers
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
CM2 is proposed, a multi-agent framework grounded in the cognitive pathway of human cultural interpretation that integrates multimodal perception, retrieval-augmented generation, networked reasoning, gated fusion, and reward-driven feedback.
OrderProbe is introduced, a deterministic benchmark for structural reconstruction using fixed four-character expressions in Chinese, Japanese, and Korean, which have a unique canonical order and thus support exact-match scoring.
SCEval (Structure-Corruption Evaluation) a diagnostic evaluation protocol that keeps the question, answer space, and modality channels fixed while applying controlled structural corruptions to text, vision, and audio individually and jointly is introduced.
We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.
