Pith Number

pith:KCUH3CGG

pith:2023:KCUH3CGG5QM3IBOHKDIB7VROAZ

not attested not anchored not stored refs pending

Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance

Jundong Li, Ruocheng Guo, Song Wang, Zhen Tan

arxiv:2311.01108 v1 · 2023-11-02 · 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{KCUH3CGG5QM3IBOHKDIB7VROAZ}

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	2026-07-05T07:08:20.632809Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50a87d88c6ec19b405c750d01fd62e065d2ad7139ad425fc636e71f67af211ff

Aliases

arxiv: 2311.01108 · arxiv_version: 2311.01108v1 · doi: 10.48550/arxiv.2311.01108 · pith_short_12: KCUH3CGG5QM3 · pith_short_16: KCUH3CGG5QM3IBOH · pith_short_8: KCUH3CGG

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/KCUH3CGG5QM3IBOHKDIB7VROAZ \
  | 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: 50a87d88c6ec19b405c750d01fd62e065d2ad7139ad425fc636e71f67af211ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "537a12ea56fc7a2b3eb32fffdbcff706c7ad0f8dca935a8b889482d25c576208",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-02T09:20:38Z",
    "title_canon_sha256": "ee483b6c20750ea04c48470e5ae2d278b84befa577c3a6f59dcc1e289a10d5fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01108",
    "kind": "arxiv",
    "version": 1
  }
}