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pith:LBRLRQ67

pith:2022:LBRLRQ67VONLOTHMFZF35IVPIZ
not attested not anchored not stored refs pending

Pretrained Language Models for Text Generation: A Survey

Jian-Yun Nie, Ji-Rong Wen, Junyi Li, Tianyi Tang, Wayne Xin Zhao

arxiv:2201.05273 v4 · 2022-01-14 · cs.CL

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\usepackage{pith}
\pithnumber{LBRLRQ67VONLOTHMFZF35IVPIZ}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T04:23:06.812514Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5862b8c3dfab9ab74cec2e4bbea2af46557fa76586791f8b12fe4bbaf6692c31

Aliases

arxiv: 2201.05273 · arxiv_version: 2201.05273v4 · doi: 10.48550/arxiv.2201.05273 · pith_short_12: LBRLRQ67VONL · pith_short_16: LBRLRQ67VONLOTHM · pith_short_8: LBRLRQ67
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LBRLRQ67VONLOTHMFZF35IVPIZ \
  | 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: 5862b8c3dfab9ab74cec2e4bbea2af46557fa76586791f8b12fe4bbaf6692c31
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "72bfb3ab6c471aa29de694ff0d34fb4ce0204dfd48270debf017289bbf8bcdc0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-01-14T01:44:58Z",
    "title_canon_sha256": "3b8a27d8054384ac5619bd5b8386cfa33f287eef906f8be2fb8a202f3056db2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.05273",
    "kind": "arxiv",
    "version": 4
  }
}