Pith Number

pith:2ME3WSND

pith:2020:2ME3WSNDXXPO4D5A6VTFI5GUA4

not attested not anchored not stored refs pending

Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models

Alexandre Duval, Gael de Leseleuc de Kerouara, Matthias Gall\'e, Thomas Lamson

arxiv:2101.03216 v2 · 2020-12-19 · 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{2ME3WSNDXXPO4D5A6VTFI5GUA4}

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	2026-07-05T02:19:43.282571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d309bb49a3bddeee0fa0f5665474d40713bcf21754149a7d0fc07595c8444003

Aliases

arxiv: 2101.03216 · arxiv_version: 2101.03216v2 · doi: 10.48550/arxiv.2101.03216 · pith_short_12: 2ME3WSNDXXPO · pith_short_16: 2ME3WSNDXXPO4D5A · pith_short_8: 2ME3WSND

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/2ME3WSNDXXPO4D5A6VTFI5GUA4 \
  | 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: d309bb49a3bddeee0fa0f5665474d40713bcf21754149a7d0fc07595c8444003

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b400039c3961704966dbaefbabd1a341fc291cbb00aab449c64b3eaf2092e78c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-12-19T11:19:11Z",
    "title_canon_sha256": "fd37ecc37481fe6e492525584924aa84b58f3147f1c45904062d985c76c5351b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.03216",
    "kind": "arxiv",
    "version": 2
  }
}