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Pith Number

pith:2HZDKP4X

pith:2024:2HZDKP4XBD4H6JCVXRQLZQZJZE
not attested not anchored not stored refs pending

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain

Antoine Ly, Benno Uthayasooriyar, Caio Corro, Franck Vermet

arxiv:2412.09341 v1 · 2024-12-12 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2HZDKP4XBD4H6JCVXRQLZQZJZE}

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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.
Receipt and verification
First computed 2026-07-05T09:48:23.415250Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d1f2353f9708f87f2455bc60bcc329c9170ab723743c01711e1cd99aaf82a704

Aliases

arxiv: 2412.09341 · arxiv_version: 2412.09341v1 · doi: 10.48550/arxiv.2412.09341 · pith_short_12: 2HZDKP4XBD4H · pith_short_16: 2HZDKP4XBD4H6JCV · pith_short_8: 2HZDKP4X
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2HZDKP4XBD4H6JCVXRQLZQZJZE \
  | 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: d1f2353f9708f87f2455bc60bcc329c9170ab723743c01711e1cd99aaf82a704
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "820176a1914bf2f7f8b7ace5c60af5fe014023cfff5713d81d34ce7c72c51147",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-12T15:09:44Z",
    "title_canon_sha256": "3cb11b69a595fd9385ce9b44d96c1808aff4953bf429902e711194dbf1f92ee6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09341",
    "kind": "arxiv",
    "version": 1
  }
}