{
  "schema_version": 1,
  "title": "Repro: Syntax vs. Semantics: How Transformers Learn Deep Dependencies",
  "emoji": "🎯",
  "space_id": "maddingface/repro-syntax-vs-semantics",
  "paper": {
    "arxiv_id": "",
    "title": "Syntax vs. Semantics: How Transformers Learn Deep Dependencies",
    "openreview_id": "N0NjjQ9V3w",
    "icml_poster": "64494"
  },
  "tags": [
    "icml2026-repro",
    "paper-64494",
    "syntax-vs-semantics"
  ],
  "updated_at": "2026-07-16T17:23:59+00:00",
  "root": {
    "slug": "index",
    "title": "Repro: Syntax vs. Semantics: How Transformers Learn Deep Dependencies",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-gradient-starvation-and-phase-transition",
        "title": "Claim 1: Gradient Starvation and Phase Transition",
        "file": "pages/claim-1-gradient-starvation-and-phase-transition/page.md",
        "children": []
      },
      {
        "slug": "claim-2-chain-of-thought-and-topology-aligned-contrastive-objective",
        "title": "Claim 2: Chain-of-Thought and Topology-Aligned Contrastive Objective",
        "file": "pages/claim-2-chain-of-thought-and-topology-aligned-contrastive-objective/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 1899,
  "revision": "1784222639554544989"
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