Pith Number

pith:3RREYRHS

pith:2023:3RREYRHS4ADNT5AXQXGRL2YWIN

not attested not anchored not stored refs pending

Natural Language Generation for Advertising: A Survey

Peinan Zhang, Sho Hoshino, Soichiro Murakami

arxiv:2306.12719 v1 · 2023-06-22 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3RREYRHS4ADNT5AXQXGRL2YWIN}

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.

Cited by

1 paper in Pith

CTR-Driven Ad Text Generation via Online Feedback Preference Optimization

Receipt and verification

First computed	2026-07-05T06:23:41.985119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc624c44f2e006d9f41785cd15eb16437112af42df002fe7c998bddc6c4af0e3

Aliases

arxiv: 2306.12719 · arxiv_version: 2306.12719v1 · doi: 10.48550/arxiv.2306.12719 · pith_short_12: 3RREYRHS4ADN · pith_short_16: 3RREYRHS4ADNT5AX · pith_short_8: 3RREYRHS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/3RREYRHS4ADNT5AXQXGRL2YWIN \
  | 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: dc624c44f2e006d9f41785cd15eb16437112af42df002fe7c998bddc6c4af0e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40acc3c533272a571b43925269089ea6bcc97b66f4abd3dc36bd50b04607a333",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-22T07:52:34Z",
    "title_canon_sha256": "cc78d2330fd889a7476802f3b8436157c7436630d8e82b025c9eb0cce888eac8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12719",
    "kind": "arxiv",
    "version": 1
  }
}