Pith Number

pith:5ZYSNKOK

pith:2024:5ZYSNKOKJZIMFGYT2HMMP7KXUC

not attested not anchored not stored refs pending

Play to Your Strengths: Collaborative Intelligence of Conventional Recommender Models and Large Language Models

Bo Chen, Chuhan Wu, Jianghao Lin, Ruiming Tang, Weinan Zhang, Weiwen Liu, Yong Yu, Yunjia Xi

arxiv:2403.16378 v1 · 2024-03-25 · 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{5ZYSNKOKJZIMFGYT2HMMP7KXUC}

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

Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations

Receipt and verification

First computed	2026-07-05T08:00:14.807311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee7126a9ca4e50c29b13d1d8c7fd57a0ba747c41b38b10222347a192d36c8730

Aliases

arxiv: 2403.16378 · arxiv_version: 2403.16378v1 · doi: 10.48550/arxiv.2403.16378 · pith_short_12: 5ZYSNKOKJZIM · pith_short_16: 5ZYSNKOKJZIMFGYT · pith_short_8: 5ZYSNKOK

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/5ZYSNKOKJZIMFGYT2HMMP7KXUC \
  | 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: ee7126a9ca4e50c29b13d1d8c7fd57a0ba747c41b38b10222347a192d36c8730

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96f359ad03a7aeea9fd6bbbce5c764a1db35d3f5060dc65b852613c395d9ce23",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-03-25T02:52:42Z",
    "title_canon_sha256": "22e89323dadb0825778bbebeae7cf910f84855b6dd1af5390202d2f8ec09264b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16378",
    "kind": "arxiv",
    "version": 1
  }
}