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repro-entropy-informed-decoding-adaptive-information-driven-branching
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  "schema_version": 2,
  "title": "Reproduction: Entropy-informed Decoding: Adaptive Information-Driven Branching",
  "emoji": "🎯",
  "space_id": "jiawei2ch/repro-entropy-informed-decoding-adaptive-information-driven-branching",
  "paper": {
    "arxiv_id": "2605.09745"
  },
  "tags": [
    "icml2026-repro",
    "paper-lttx2Uy3mN"
  ],
  "updated_at": "2026-07-27T03:03:52+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Entropy-informed Decoding: Adaptive Information-Driven Branching",
    "file": "pages/index.md",
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      {
        "slug": "executive-summary",
        "title": "Executive summary",
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      {
        "slug": "claim-1-adaptive-branching-factor-scales-monotonically-with-normalized-entropy",
        "title": "Claim 1: Adaptive branching factor scales monotonically with normalized entropy",
        "file": "pages/claim-1-adaptive-branching-factor-scales-monotonically-with-normalized-entropy/page.md",
        "children": []
      },
      {
        "slug": "claim-2-entropy-adaptive-branching-has-lower-expected-cumulative-regret-than-fixed-width-branching",
        "title": "Claim 2: Entropy-adaptive branching has lower expected cumulative regret than fixed-width branching",
        "file": "pages/claim-2-entropy-adaptive-branching-has-lower-expected-cumulative-regret-than-fixed-width-branching/page.md",
        "children": []
      },
      {
        "slug": "claim-3-math-500-accuracy-and-expansion-efficiency-versus-beam-search-3",
        "title": "Claim 3: MATH 500 accuracy and expansion efficiency versus Beam Search 3",
        "file": "pages/claim-3-math-500-accuracy-and-expansion-efficiency-versus-beam-search-3/page.md",
        "children": []
      },
      {
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        "title": "Claim 4: HumanEval and SciBench accuracy and efficiency",
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        "children": []
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        "children": []
      },
      {
        "slug": "claim-6-black-box-entropy-estimation-remains-accurate-under-sublinear-sampling",
        "title": "Claim 6: Black-box entropy estimation remains accurate under sublinear sampling",
        "file": "pages/claim-6-black-box-entropy-estimation-remains-accurate-under-sublinear-sampling/page.md",
        "children": []
      },
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