Pith Number

pith:L3JCSEXD

pith:2023:L3JCSEXD3AWTYRM5676ZR5DHJV

not attested not anchored not stored refs pending

Recommender Systems in the Era of Large Language Models (LLMs)

Fei Wang, Jiatong Li, Jiliang Tang, Qing Li, Wenqi Fan, Xiangyu Zhao, Xiaowei Mei, Yiqi Wang, Yunqing Liu, Zhen Wen, Zihuai Zhao

arxiv:2307.02046 v6 · 2023-07-05 · cs.IR · cs.AI · 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{L3JCSEXD3AWTYRM5676ZR5DHJV}

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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

4 papers in Pith

CFALR: Collaborative Filtering-Augmented Large Language Model for Personalized Fashion Outfit Recommendation

Ocean4Rec: Offline LLM-Derived OCEAN Profiles for Request-Time VOD Reranking

RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models

Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations

Receipt and verification

First computed	2026-07-05T10:02:40.771090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ed22912e3d82d3c459df7fd98f4674d471d6de163c71b138fd23d8dc4a733c8

Aliases

arxiv: 2307.02046 · arxiv_version: 2307.02046v6 · doi: 10.48550/arxiv.2307.02046 · pith_short_12: L3JCSEXD3AWT · pith_short_16: L3JCSEXD3AWTYRM5 · pith_short_8: L3JCSEXD

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/L3JCSEXD3AWTYRM5676ZR5DHJV \
  | 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: 5ed22912e3d82d3c459df7fd98f4674d471d6de163c71b138fd23d8dc4a733c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9d23fe269362683886b60121fd1de3d4cb98fb126048e51a4c26ddcbe4c208c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-07-05T06:03:40Z",
    "title_canon_sha256": "904995d8d6ffa5ce0fc33fdb6b49a97bbcbf482cfd228dd52e402d5252ab546c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.02046",
    "kind": "arxiv",
    "version": 6
  }
}