Pith Number

pith:ERASDJJA

pith:2023:ERASDJJAT2BWGL5ZOTUAHEBVIO

not attested not anchored not stored refs pending

A Survey on Large Language Models for Personalized and Explainable Recommendations

Junyi Chen

arxiv:2311.12338 v1 · 2023-11-21 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ERASDJJAT2BWGL5ZOTUAHEBVIO}

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

Reasoning-Enhanced Self-Training for Long-Form Personalized Text Generation

Receipt and verification

First computed	2026-07-05T07:15:04.205826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

244121a5209e83632fb974e80390354382aad958606a01b27eced63d37078024

Aliases

arxiv: 2311.12338 · arxiv_version: 2311.12338v1 · doi: 10.48550/arxiv.2311.12338 · pith_short_12: ERASDJJAT2BW · pith_short_16: ERASDJJAT2BWGL5Z · pith_short_8: ERASDJJA

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/ERASDJJAT2BWGL5ZOTUAHEBVIO \
  | 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: 244121a5209e83632fb974e80390354382aad958606a01b27eced63d37078024

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "605686c6474a18eb0c7ef52ceb64f571c046f603f4c06c79b04901c25093f32b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-11-21T04:14:09Z",
    "title_canon_sha256": "206c6e7090284428de00005148842c194ba0561cc0195eae49d2749e0953f8e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.12338",
    "kind": "arxiv",
    "version": 1
  }
}