Pith Number

pith:CDOZGWK2

pith:2024:CDOZGWK23GPY5TSZJYJCZBAQWD

not attested not anchored not stored refs pending

PAP-REC: Personalized Automatic Prompt for Recommendation Language Model

Jianchao Ji, Wenyue Hua, Yingqiang Ge, Yongfeng Zhang, Zelong Li

arxiv:2402.00284 v1 · 2024-02-01 · cs.IR · cs.AI · 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{CDOZGWK23GPY5TSZJYJCZBAQWD}

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

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models

Receipt and verification

First computed	2026-07-05T07:40:09.512644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10dd93595ad99f8ece594e122c8410b0fe221ef534f84bd0075b917d22c17f7f

Aliases

arxiv: 2402.00284 · arxiv_version: 2402.00284v1 · doi: 10.48550/arxiv.2402.00284 · pith_short_12: CDOZGWK23GPY · pith_short_16: CDOZGWK23GPY5TSZ · pith_short_8: CDOZGWK2

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/CDOZGWK23GPY5TSZJYJCZBAQWD \
  | 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: 10dd93595ad99f8ece594e122c8410b0fe221ef534f84bd0075b917d22c17f7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7dec7e8b1b745aeacd794e81684226dc8aa4aaa84751e58e7bdac06ab1416a69",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-02-01T02:29:16Z",
    "title_canon_sha256": "d23fc88f3ee60c785b1e591470ec805e4073df3585ac01b622d6ecb514de2d96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00284",
    "kind": "arxiv",
    "version": 1
  }
}