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Pith Number

pith:7HVF7FQ3

pith:2022:7HVF7FQ3QMDRPZDIDGOAFGGNWL
not attested not anchored not stored refs pending

APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning

Chenguang Zhu, Reid Pryzant, Shuohang Wang, Soumya Sanyal, Wenhao Yu, Xiang Ren, Yichong Xu, Ziyi Yang

arxiv:2212.09282 v2 · 2022-12-19 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7HVF7FQ3QMDRPZDIDGOAFGGNWL}

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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.
Receipt and verification
First computed 2026-07-05T06:17:03.480213Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f9ea5f961b830717e468199c0298cdb2dd4715b798ae737aa08511e1484a1af6

Aliases

arxiv: 2212.09282 · arxiv_version: 2212.09282v2 · doi: 10.48550/arxiv.2212.09282 · pith_short_12: 7HVF7FQ3QMDR · pith_short_16: 7HVF7FQ3QMDRPZDI · pith_short_8: 7HVF7FQ3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7HVF7FQ3QMDRPZDIDGOAFGGNWL \
  | 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: f9ea5f961b830717e468199c0298cdb2dd4715b798ae737aa08511e1484a1af6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "89f8cdf76e02f4c30d894ee80de02458f51b0ca25c93e6e896b2a90b320726e2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-19T07:40:02Z",
    "title_canon_sha256": "c1997febb3aa11437636bd062ff94430d98caa31868ff1ce32a46c6209bee0c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.09282",
    "kind": "arxiv",
    "version": 2
  }
}