Pith. sign in
Pith Number

pith:EREK6QRE

pith:2021:EREK6QREDCCZQGK67UCM4ZSHKD
not attested not anchored not stored refs pending

Generating Datasets with Pretrained Language Models

Hinrich Sch\"utze, Timo Schick

arxiv:2104.07540 v3 · 2021-04-15 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EREK6QREDCCZQGK67UCM4ZSHKD}

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 2026-07-05T03:19:43.136739Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2448af4224188598195efd04ce664750d8d52711ddd35c24da4a81564a4dfd2a

Aliases

arxiv: 2104.07540 · arxiv_version: 2104.07540v3 · doi: 10.48550/arxiv.2104.07540 · pith_short_12: EREK6QREDCCZ · pith_short_16: EREK6QREDCCZQGK6 · pith_short_8: EREK6QRE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EREK6QREDCCZQGK67UCM4ZSHKD \
  | 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: 2448af4224188598195efd04ce664750d8d52711ddd35c24da4a81564a4dfd2a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0f865f3e666ed4484a2b0443b05689cefaf1ee36dfe2eba55a6ceb3470e4cf99",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-15T15:51:41Z",
    "title_canon_sha256": "d3ee266f524396d589d4e95423747d6c24ab910e16b6f37582c62062262bb339"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.07540",
    "kind": "arxiv",
    "version": 3
  }
}