Pith Number

pith:LR65CSEV

pith:2024:LR65CSEVYKUPPD5EPL2Y5FGXCA

not attested not anchored not stored refs pending

CELA: Cost-Efficient Language Model Alignment for CTR Prediction

Defu Lian, Qi Liu, Ruiming Tang, Weiwen Liu, Xiangyang Li, Xiaolong Chen, Xingmei Wang, Xu Huang, Yasheng Wang, Yichao Wang, Zhenhua Dong

arxiv:2405.10596 v3 · 2024-05-17 · 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{LR65CSEVYKUPPD5EPL2Y5FGXCA}

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

SpecTran: Spectral-Aware Transformer-based Adapter for LLM-Enhanced Sequential Recommendation

Receipt and verification

First computed	2026-07-05T09:40:57.350978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c7dd14895c2a8f78fa47af58e94d71016f63f3d6890bab6ccc3d8999ac133b6

Aliases

arxiv: 2405.10596 · arxiv_version: 2405.10596v3 · doi: 10.48550/arxiv.2405.10596 · pith_short_12: LR65CSEVYKUP · pith_short_16: LR65CSEVYKUPPD5E · pith_short_8: LR65CSEV

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/LR65CSEVYKUPPD5EPL2Y5FGXCA \
  | 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: 5c7dd14895c2a8f78fa47af58e94d71016f63f3d6890bab6ccc3d8999ac133b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "042dfa7ebe87e037d0c417b9f478013d625807c967107b32dc7a0aebcc46ec72",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-05-17T07:43:25Z",
    "title_canon_sha256": "42e7b5c08f1a7d984d84c1c536afe4e2dffa8299adff7832cc93a7975b4423d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10596",
    "kind": "arxiv",
    "version": 3
  }
}