Pith Number

pith:LAVM7JPX

pith:2024:LAVM7JPXRXKEEBVUW3XOF4QFOL

not attested not anchored not stored refs pending

A Survey of Generative Search and Recommendation in the Era of Large Language Models

Fuli Feng, Liang Pang, Liqiang Nie, Tat-Seng Chua, Wenjie Li, Wenjie Wang, Xiangnan He, Xinyu Lin, Yongqi Li

arxiv:2404.16924 v1 · 2024-04-25 · 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{LAVM7JPXRXKEEBVUW3XOF4QFOL}

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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

12 papers in Pith

SIDInspector: A Mapping-First Diagnostic Resource for Semantic-ID Tokenizers

TriAlignGR: Triangular Multitask Alignment with Multimodal Deep Interest Mining for Generative Recommendation

The 2nd EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval

End-to-End Semantic ID Generation for Generative Advertisement Recommendation

TriAlignGR: Triangular Multitask Alignment with Multimodal Deep Interest Mining for Generative Recommendation

Receipt and verification

First computed	2026-07-05T08:12:17.293909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

582acfa5f78dd44206b4b6eee2f20572f4d2a1e761d6c104b8c39dc56292ee2b

Aliases

arxiv: 2404.16924 · arxiv_version: 2404.16924v1 · doi: 10.48550/arxiv.2404.16924 · pith_short_12: LAVM7JPXRXKE · pith_short_16: LAVM7JPXRXKEEBVU · pith_short_8: LAVM7JPX

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/LAVM7JPXRXKEEBVUW3XOF4QFOL \
  | 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: 582acfa5f78dd44206b4b6eee2f20572f4d2a1e761d6c104b8c39dc56292ee2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48881f54bd5c2bf0f79bd84d91a1c5380668152acf15ff5a13b7ff035c5bd281",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-04-25T17:58:17Z",
    "title_canon_sha256": "4bb8a1c52ab953b6b1e9b35dd211d7acf2c724ca782761b2a4d8c40cbee107be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16924",
    "kind": "arxiv",
    "version": 1
  }
}