{
  "id": "2611.07425",
  "title": "BRIDGE: Bridging the Semantic Quantization Gap for Generative Recommendation",
  "authors": "Yatong Xiao, Mingjie Sun, Peng Wang, Wenjin Wu, Peng Jiang",
  "first_public": "2026-11-05",
  "added_at": "2026-11-09",
  "venue": "arXiv",
  "arxiv": "2611.07425",
  "paper_url": "https://arxiv.org/abs/2611.07425",
  "html_url": "https://arxiv.org/html/2611.07425v1",
  "lens": [
    "continuous",
    "recurrent"
  ],
  "representation": [
    "continuous-state",
    "hidden-state"
  ],
  "computation": [
    "recurrent",
    "hierarchical"
  ],
  "training": [
    "supervised",
    "self-distillation"
  ],
  "questions": [
    "capability",
    "efficiency"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "language"
  ],
  "summary": "Refines a continuous state before generating recommendation identifiers, anchoring that state to semantic codebook clusters during training. Distills a teacher with item-neighborhood information and allocates more recurrent steps to early identifier levels.",
  "provenance": "Primary-source literature review, 2026-11-09",
  "author_names": [
    "Yatong Xiao",
    "Mingjie Sun",
    "Peng Wang",
    "Wenjin Wu",
    "Peng Jiang"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2611.07425/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2611-07425",
  "citation_date": "2026-11-05",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2611.07425/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2611.07425/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2611.07425/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2611.07425/citation.csl.json",
  "pdf_url": "https://arxiv.org/pdf/2611.07425"
}