Pith Number

pith:CVOGCJF5

pith:2022:CVOGCJF5BRGG36SSA33XCJICTP

not attested not anchored not stored refs pending

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models

Hao Zhou, Jie Zhou, Lan Jiang, Peng Li, Rui Jiang, Yankai Lin

arxiv:2210.09658 v1 · 2022-10-18 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CVOGCJF5BRGG36SSA33XCJICTP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T05:07:57.957837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

155c6124bd0c4c6dfa5206f77125029bc1a50ca857d0ff81115cd08ea6cd5740

Aliases

arxiv: 2210.09658 · arxiv_version: 2210.09658v1 · doi: 10.48550/arxiv.2210.09658 · pith_short_12: CVOGCJF5BRGG · pith_short_16: CVOGCJF5BRGG36SS · pith_short_8: CVOGCJF5

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/CVOGCJF5BRGG36SSA33XCJICTP \
  | 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: 155c6124bd0c4c6dfa5206f77125029bc1a50ca857d0ff81115cd08ea6cd5740

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "638a639858c69671320c88b4ae2fbb17575bce56f31dd5878916f46218c954c1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-18T07:53:15Z",
    "title_canon_sha256": "7de80dde22f11391727091489f7e600caafbd4fc4a0dfa7ffa7792c2c8a18e10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.09658",
    "kind": "arxiv",
    "version": 1
  }
}