Pith Number

pith:IERXCBZN

pith:2025:IERXCBZNPLMOA4QNN7Y2A5GG5Z

not attested not anchored not stored refs pending

Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product

Enneng Yang, Guibing Guo, Haoyu Xu, Jianzhe Zhao, Pengxiang Lan, Xingwei Wang, Yuliang Liang

arxiv:2502.12200 v1 · 2025-02-16 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IERXCBZNPLMOA4QNN7Y2A5GG5Z}

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.

Receipt and verification

First computed	2026-07-05T10:15:51.781874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

412371072d7ad8e0720d6ff1a074c6ee5bbab54c776be17780e65f657af2fa62

Aliases

arxiv: 2502.12200 · arxiv_version: 2502.12200v1 · doi: 10.48550/arxiv.2502.12200 · pith_short_12: IERXCBZNPLMO · pith_short_16: IERXCBZNPLMOA4QN · pith_short_8: IERXCBZN

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/IERXCBZNPLMOA4QNN7Y2A5GG5Z \
  | 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: 412371072d7ad8e0720d6ff1a074c6ee5bbab54c776be17780e65f657af2fa62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de8899f16c6c1938754f7518027087d309540ab2213b899004d503e8476b88e4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-16T05:50:12Z",
    "title_canon_sha256": "32d926fa3ddcc2c1b53d2e8effd5c62309afa1067e7b0b72e0ad2a98bedb076e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12200",
    "kind": "arxiv",
    "version": 1
  }
}