Pith Number

pith:3IL7K6HD

pith:2025:3IL7K6HDSUBXBNCBPO77HHXZLK

not attested not anchored not stored refs pending

Beyond Quality: Unlocking Diversity in Ad Headline Generation with Large Language Models

Chang Wang, Depeng Yuan, Kedi Chen, Mingrui Zhu, Ruiwen Xu, Shuhao Li, Siyu Yan, Yanhua Huang, Yinqi Zhang, Yuanhang Zheng, Yuqi Chen

arxiv:2508.18739 v1 · 2025-08-26 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3IL7K6HDSUBXBNCBPO77HHXZLK}

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

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models

Receipt and verification

First computed	2026-07-05T11:59:30.001370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da17f578e3950370b4417bbff39ef95aa0bb75f545d405a7fd296fcc97e45254

Aliases

arxiv: 2508.18739 · arxiv_version: 2508.18739v1 · doi: 10.48550/arxiv.2508.18739 · pith_short_12: 3IL7K6HDSUBX · pith_short_16: 3IL7K6HDSUBXBNCB · pith_short_8: 3IL7K6HD

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/3IL7K6HDSUBXBNCBPO77HHXZLK \
  | 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: da17f578e3950370b4417bbff39ef95aa0bb75f545d405a7fd296fcc97e45254

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb686962ceb7670616295cfd9f8247276f05f9ad34801a2d8afad60071d7c0c4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-26T07:11:44Z",
    "title_canon_sha256": "d8dbbf53d0b6ffc5f4856184e20f98bfe02633f2327d6136ce8f7f84cbf8a6ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18739",
    "kind": "arxiv",
    "version": 1
  }
}