Pith Number

pith:IFNJKLSZ

pith:2022:IFNJKLSZKK4PJGCZFXB47UJEZX

not attested not anchored not stored refs pending

STT: Soft Template Tuning for Few-Shot Adaptation

Changyou Chen, Chunyuan Li, Ping Yu, Ruiyi Zhang, Wei Wang, Zhanpeng Jin

arxiv:2207.08408 v1 · 2022-07-18 · 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{IFNJKLSZKK4PJGCZFXB47UJEZX}

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	2026-07-05T04:41:04.378943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

415a952e5952b8f498592dc3cfd124cdf92546cc49970199a5ef4b7b76a55404

Aliases

arxiv: 2207.08408 · arxiv_version: 2207.08408v1 · doi: 10.48550/arxiv.2207.08408 · pith_short_12: IFNJKLSZKK4P · pith_short_16: IFNJKLSZKK4PJGCZ · pith_short_8: IFNJKLSZ

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/IFNJKLSZKK4PJGCZFXB47UJEZX \
  | 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: 415a952e5952b8f498592dc3cfd124cdf92546cc49970199a5ef4b7b76a55404

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "836ca71230ae6c698bbc5131f6328eb5a086bad6eecd843a42c49b3ec7c40788",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-07-18T07:07:22Z",
    "title_canon_sha256": "9fd7e547e160a867ad896d39ff9affc864b204b5f8385bce8280357d18819ebb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.08408",
    "kind": "arxiv",
    "version": 1
  }
}