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Pith Number

pith:SSGOEQVP

pith:2024:SSGOEQVP4WG4TK3AHIUNATJ6ZD
not attested not anchored not stored refs pending

Can Language Models Learn to Skip Steps?

Cheng Jiayang, Qipeng Guo, Tengxiao Liu, Xiangkun Hu, Xipeng Qiu, Yue Zhang, Zheng Zhang

arxiv:2411.01855 v1 · 2024-11-04 · cs.CL

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\usepackage{pith}
\pithnumber{SSGOEQVP4WG4TK3AHIUNATJ6ZD}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
✓ Portable graph bundle live · download bundle · merged state
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

4 papers in Pith

Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs
Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost
Receipt and verification
First computed 2026-07-05T09:30:37.427652Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

948ce242afe58dc9ab603a28d04d3ec8c9f45698d5708e2f465fd7f42aaf313f

Aliases

arxiv: 2411.01855 · arxiv_version: 2411.01855v1 · doi: 10.48550/arxiv.2411.01855 · pith_short_12: SSGOEQVP4WG4 · pith_short_16: SSGOEQVP4WG4TK3A · pith_short_8: SSGOEQVP
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/SSGOEQVP4WG4TK3AHIUNATJ6ZD \
  | 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: 948ce242afe58dc9ab603a28d04d3ec8c9f45698d5708e2f465fd7f42aaf313f
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "51a879f2375a2431511b173ae3f676e28b189d389d9e37d7a01be857a0e15ca9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-04T07:10:24Z",
    "title_canon_sha256": "e66a4bad2684de00007edfa3e6803a16d759e827141c6ae8d10a584593de0173"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01855",
    "kind": "arxiv",
    "version": 1
  }
}