Pith Number

pith:TWCQPTBC

pith:2024:TWCQPTBCKIUELNWSXOIYAC6DBZ

not attested not anchored not stored refs pending

Rethinking Large Language Model Architectures for Sequential Recommendations

Devendra Yadav, Fei Wang, Hanbing Wang, Hui Liu, Jiliang Tang, Venkataramana Kini, Wenqi Fan, Xiangyu Zhao, Xiaorui Liu, Zhen Wen

arxiv:2402.09543 v1 · 2024-02-14 · cs.IR

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\usepackage{pith}
\pithnumber{TWCQPTBCKIUELNWSXOIYAC6DBZ}

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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

8 papers in Pith

DynamicPO: Dynamic Preference Optimization for Recommendation

EvoRec: Self Evolving Agentic Recommender Systems

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

Can Explanations Improve Recommendations? Evidence from Prediction-Informed Explanations

LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation

Receipt and verification

First computed	2026-07-05T07:45:17.974441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d8507cc22522845b6d2bb91800bc30e436b6b88d69698c9dc12e31bf327854a

Aliases

arxiv: 2402.09543 · arxiv_version: 2402.09543v1 · doi: 10.48550/arxiv.2402.09543 · pith_short_12: TWCQPTBCKIUE · pith_short_16: TWCQPTBCKIUELNWS · pith_short_8: TWCQPTBC

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/TWCQPTBCKIUELNWSXOIYAC6DBZ \
  | 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: 9d8507cc22522845b6d2bb91800bc30e436b6b88d69698c9dc12e31bf327854a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5ce5b8840d6baca498688ed978f4226e83e6dd2520ce615b94dfacddcd7a0e7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-02-14T19:37:53Z",
    "title_canon_sha256": "dcff1158e71938e4ee4ba57f0cf0385ff3ad2e62947cf729554b580adc89e182"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09543",
    "kind": "arxiv",
    "version": 1
  }
}