Pith Number

pith:L5B5FYUC

pith:2024:L5B5FYUCGRX5KDDELATSLZEMBC

not attested not anchored not stored refs pending

MMREC: LLM Based Multi-Modal Recommender System

Jiahao Tian, Jinman Zhao, Zhenkai Wang, Zhicheng Ding

arxiv:2408.04211 v2 · 2024-08-08 · cs.CL · 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{L5B5FYUCGRX5KDDELATSLZEMBC}

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

1 paper in Pith

Large Language Model Enhanced Recommender Systems: A Survey

Receipt and verification

First computed	2026-07-05T11:19:20.480378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f43d2e282346fd50c64582725e48c08ad1705e6684e41f1d8f87c80f085c9e2

Aliases

arxiv: 2408.04211 · arxiv_version: 2408.04211v2 · doi: 10.48550/arxiv.2408.04211 · pith_short_12: L5B5FYUCGRX5 · pith_short_16: L5B5FYUCGRX5KDDE · pith_short_8: L5B5FYUC

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/L5B5FYUCGRX5KDDELATSLZEMBC \
  | 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: 5f43d2e282346fd50c64582725e48c08ad1705e6684e41f1d8f87c80f085c9e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f822a9880944bdb27792a0ca8997ad51e09cbadb418fcb0e0c93cde668fb3fb9",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-08T04:31:29Z",
    "title_canon_sha256": "cf4a4b675172aae67d3935591559e2861e63749e472fd7a326c6e20c8a0219af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04211",
    "kind": "arxiv",
    "version": 2
  }
}