Pith Number

pith:KZEC76MQ

pith:2022:KZEC76MQ4FZGSBIDUM5VV4NB4H

not attested not anchored not stored refs pending

Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts

Tianxiang Sun, Xiangyang Liu, Xipeng Qiu, Xuanjing Huang

arxiv:2210.11292 v2 · 2022-10-20 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KZEC76MQ4FZGSBIDUM5VV4NB4H}

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

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T05:08:53.823531Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56482ff990e172690503a33b5af1a1e1dad14c58ac4dcbcb4f6e583ef33b621b

Aliases

arxiv: 2210.11292 · arxiv_version: 2210.11292v2 · doi: 10.48550/arxiv.2210.11292 · pith_short_12: KZEC76MQ4FZG · pith_short_16: KZEC76MQ4FZGSBID · pith_short_8: KZEC76MQ

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/KZEC76MQ4FZGSBIDUM5VV4NB4H \
  | 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: 56482ff990e172690503a33b5af1a1e1dad14c58ac4dcbcb4f6e583ef33b621b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eff001057c2c262e0425db928293531d2d85ef17c35a2906ed390cec8e6a84cf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-20T14:23:52Z",
    "title_canon_sha256": "e09285fe57fe01d4d7d55ec309da17e1e69205c0ec16c1ece67a886749b0e48f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.11292",
    "kind": "arxiv",
    "version": 2
  }
}