pith. sign in
Pith Number

pith:ZTFE7UUB

pith:2023:ZTFE7UUBSZNZCBHDB4IQLGM4CI
not attested not anchored not stored refs pending

Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain

Jimmy Lin, Syed Shariyar Murtaza, Vanessa Liao, Yifan Nie

arxiv:2305.18324 v1 · 2023-05-23 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZTFE7UUBSZNZCBHDB4IQLGM4CI}

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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 2026-07-05T06:14:59.625805Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ccca4fd281965b9104e30f1105999c121c6d390a019fba8c80c1462150d4f5ae

Aliases

arxiv: 2305.18324 · arxiv_version: 2305.18324v1 · doi: 10.48550/arxiv.2305.18324 · pith_short_12: ZTFE7UUBSZNZ · pith_short_16: ZTFE7UUBSZNZCBHD · pith_short_8: ZTFE7UUB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZTFE7UUBSZNZCBHDB4IQLGM4CI \
  | 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: ccca4fd281965b9104e30f1105999c121c6d390a019fba8c80c1462150d4f5ae
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "64ffe92e405fb3ec1eda835ce14feabd680cc8e0892a6c1a374245c567fa97e8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T03:26:32Z",
    "title_canon_sha256": "6da8d396558f67799027112058ee359dee12c50b9adb487660237bf0eb030d9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18324",
    "kind": "arxiv",
    "version": 1
  }
}