Pith Number

pith:5Y3QNJQR

pith:2024:5Y3QNJQRGW6MMWVLWDLQC4QAF3

not attested not anchored not stored refs pending

Unifying Generative and Dense Retrieval for Sequential Recommendation

Bo Long, Fabian Paischer, Hamid Eghbalzadeh, Jiacheng Li, Kaveh Hassani, Liu Yang, Nima Noorshams, Robert D Nowak, Sem Park, Shuai Shao, Xiaoli Gao, Xue Feng, Yun He, Zhang Gabriel Li

arxiv:2411.18814 v2 · 2024-11-27 · 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{5Y3QNJQRGW6MMWVLWDLQC4QAF3}

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

12 papers in Pith

TokenMinds: Pretrained User Tokens and Embeddings for User Understanding in Large Recommender Systems

UniPinRec: Unifying Generative Retrieval and Ranking at Pinterest Scale

Sequential Data Augmentation for Generative Recommendation

LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation

GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items

Receipt and verification

First computed	2026-07-05T09:45:58.908677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee3706a61135bcc65aabb0d70172002ecaecb5e6afccf87390390c76d845f3ed

Aliases

arxiv: 2411.18814 · arxiv_version: 2411.18814v2 · doi: 10.48550/arxiv.2411.18814 · pith_short_12: 5Y3QNJQRGW6M · pith_short_16: 5Y3QNJQRGW6MMWVL · pith_short_8: 5Y3QNJQR

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/5Y3QNJQRGW6MMWVLWDLQC4QAF3 \
  | 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: ee3706a61135bcc65aabb0d70172002ecaecb5e6afccf87390390c76d845f3ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e848025a2225979692656d7cefd62aca76364728523629bf78a3cb52d8e5c146",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-27T23:36:59Z",
    "title_canon_sha256": "cd427cfc8ed2acd3ba5afc1ca1d0ef58a09d3f25daf2cfff0e7750750a632f04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18814",
    "kind": "arxiv",
    "version": 2
  }
}