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"schema_version": 1,
"title": "Repro: Syntax vs. Semantics: How Transformers Learn Deep Dependencies",
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"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"
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"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",
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}
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