Pith Number

pith:INW5LRFV

pith:2023:INW5LRFV42RSJUA2UBEFKRFH3Q

not attested not anchored not stored refs pending

ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models

Nuo Chen, Qijiong Liu, Tetsuya Sakai, Xiao-Ming Wu

arxiv:2305.06566 v4 · 2023-05-11 · cs.IR · 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{INW5LRFV42RSJUA2UBEFKRFH3Q}

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

SpecTran: Spectral-Aware Transformer-based Adapter for LLM-Enhanced Sequential Recommendation

Receipt and verification

First computed	2026-07-05T06:46:32.580914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

436dd5c4b5e6a324d01aa0485544a7dc0433d50b3d211e347f5baac13358625f

Aliases

arxiv: 2305.06566 · arxiv_version: 2305.06566v4 · doi: 10.48550/arxiv.2305.06566 · pith_short_12: INW5LRFV42RS · pith_short_16: INW5LRFV42RSJUA2 · pith_short_8: INW5LRFV

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/INW5LRFV42RSJUA2UBEFKRFH3Q \
  | 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: 436dd5c4b5e6a324d01aa0485544a7dc0433d50b3d211e347f5baac13358625f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9bcd9936822f1699dfa042970a6697d8a40be494a2d42f85524a4ac20b7a5bd",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-05-11T04:51:21Z",
    "title_canon_sha256": "533832b5128f6c9df7e340d72f9792ed6b2f763cd9c264b17359568b36c4ed57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.06566",
    "kind": "arxiv",
    "version": 4
  }
}