Pith Number

pith:YW7UOUHU

pith:2025:YW7UOUHUZIEQ4EY33ZKQ6U65FH

not attested not anchored not stored refs pending

Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation

Defu Lian, Enhong Chen, Hao Wang, Huifeng Guo, Jin Yao Chin, Luankang Zhang, Ruiming Tang, Wei Guo, Yong Liu, Yufei Ye

arxiv:2502.13783 v1 · 2025-02-19 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YW7UOUHUZIEQ4EY33ZKQ6U65FH}

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

2 papers in Pith

IE as Cache: Information Extraction Enhanced Agentic Reasoning

Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking

Receipt and verification

First computed	2026-07-05T10:17:00.571031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5bf4750f4ca090e131bde550f53dd29d8860240d1961c34ea67a84d510e0897

Aliases

arxiv: 2502.13783 · arxiv_version: 2502.13783v1 · doi: 10.48550/arxiv.2502.13783 · pith_short_12: YW7UOUHUZIEQ · pith_short_16: YW7UOUHUZIEQ4EY3 · pith_short_8: YW7UOUHU

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/YW7UOUHUZIEQ4EY33ZKQ6U65FH \
  | 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: c5bf4750f4ca090e131bde550f53dd29d8860240d1961c34ea67a84d510e0897

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32e3cab2e6492ae84c2a19a98531a444494dc6115ccb192d1857801a7e6982ac",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-02-19T14:48:25Z",
    "title_canon_sha256": "e8153b6b501249bc9651706ab4b8ff0fabb745fd5a47df7daae20e9578426a82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13783",
    "kind": "arxiv",
    "version": 1
  }
}