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Pith Number

pith:RIMV65CB

pith:2024:RIMV65CB5HWSU2YA6QV7NHCC6S
not attested not anchored not stored refs pending

LLM can Achieve Self-Regulation via Hyperparameter Aware Generation

Jiasheng Ye, Jinlan Fu, Junjie Ye, Qinyuan Cheng, Shimin Li, Siyin Wang, Tianxiang Sun, Xipeng Qiu, Xuanjing Huang

arxiv:2402.11251 v1 · 2024-02-17 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RIMV65CB5HWSU2YA6QV7NHCC6S}

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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 2026-07-05T07:46:36.416554Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8a195f7441e9ed2a6b00f42bf69c42f4a0f824c0706b53bf521754a1d3404db1

Aliases

arxiv: 2402.11251 · arxiv_version: 2402.11251v1 · doi: 10.48550/arxiv.2402.11251 · pith_short_12: RIMV65CB5HWS · pith_short_16: RIMV65CB5HWSU2YA · pith_short_8: RIMV65CB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RIMV65CB5HWSU2YA6QV7NHCC6S \
  | 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: 8a195f7441e9ed2a6b00f42bf69c42f4a0f824c0706b53bf521754a1d3404db1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7e655b77f8f5a6a34a2d857d7627e6d1c6b4614b9619aff63ea41a6698d03a18",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-17T11:18:22Z",
    "title_canon_sha256": "770a57b4229edf9e0a8630fa310d30a009055cbadd9f66386a344021d068174f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11251",
    "kind": "arxiv",
    "version": 1
  }
}