Pith Number

pith:LU64E74F

pith:2025:LU64E74FNRL7TXUCYGA4KDPSQQ

not attested not anchored not stored refs pending

Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Bailing Wang, Bin Yu, Hang Yuan, Haotian Li, Kai Chen, Weizhen Qi, Xueyin Xu, Yuliang Wei

arxiv:2505.03469 v2 · 2025-05-06 · cs.CL

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\usepackage{pith}
\pithnumber{LU64E74FNRL7TXUCYGA4KDPSQQ}

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3 Author claim open · sign in to claim

4 Citations open

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The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models

D$^2$Evo: Dual Difficulty-Aware Self-Evolution for Data-Efficient Reinforcement Learning

Data Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-Tuning

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Compute Where it Counts: Self Optimizing Language Models

Receipt and verification

First computed	2026-07-05T11:06:31.584052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d3dc27f856c57f9de82c181c50df28433b97501e177bca7a3f0e94b505179dc

Aliases

arxiv: 2505.03469 · arxiv_version: 2505.03469v2 · doi: 10.48550/arxiv.2505.03469 · pith_short_12: LU64E74FNRL7 · pith_short_16: LU64E74FNRL7TXUC · pith_short_8: LU64E74F

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LU64E74FNRL7TXUCYGA4KDPSQQ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5d3dc27f856c57f9de82c181c50df28433b97501e177bca7a3f0e94b505179dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f8f363cac4e3ff65ac826b0de91c7004517938e3b7e79fc8040edd4d37886e4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-06T12:18:11Z",
    "title_canon_sha256": "5a47486147bcdd40a381eed84fb6aba9adc43b1522df1054f7e86dbda195768c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03469",
    "kind": "arxiv",
    "version": 2
  }
}