Pith. sign in
Pith Number

pith:6JWLSM7W

pith:2022:6JWLSM7W2XU7RKFYAIKO34IEXV
not attested not anchored not stored refs pending

Zero-Shot Text Matching for Automated Auditing using Sentence Transformers

Bernd Kliem, David Biesner, Maren Pielka, Rafet Sifa, Rajkumar Ramamurthy, R\"udiger Loitz, Tim Dilmaghani

arxiv:2211.07716 v1 · 2022-10-28 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6JWLSM7W2XU7RKFYAIKO34IEXV}

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 2026-07-05T05:16:05.332834Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f26cb933f6d5e9f8a8b80214edf104bd6295a3786550dae73d135a984509d1d6

Aliases

arxiv: 2211.07716 · arxiv_version: 2211.07716v1 · doi: 10.48550/arxiv.2211.07716 · pith_short_12: 6JWLSM7W2XU7 · pith_short_16: 6JWLSM7W2XU7RKFY · pith_short_8: 6JWLSM7W
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6JWLSM7W2XU7RKFYAIKO34IEXV \
  | 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: f26cb933f6d5e9f8a8b80214edf104bd6295a3786550dae73d135a984509d1d6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0d039f03b493ed648c9659a25cd49e11232026cca5f862431b3bc9c0267d4377",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-28T11:52:16Z",
    "title_canon_sha256": "39c7a38fecea9a2574d9294f2dab04fece8cc97e767df402b31748257f3af727"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.07716",
    "kind": "arxiv",
    "version": 1
  }
}