Pith Number

pith:QQEJ4SS7

pith:2021:QQEJ4SS7B4IVEU5TD3CRAEHIPA

not attested not anchored not stored refs pending

A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models

Weizhu Chen, Woojeong Jin, Xiang Ren, Yelong Shen, Yu Cheng

arxiv:2110.08484 v2 · 2021-10-16 · cs.CV · 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{QQEJ4SS7B4IVEU5TD3CRAEHIPA}

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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

Multimodal AI for Gastrointestinal Diagnostics: Tackling VQA in MEDVQA-GI 2025

Receipt and verification

First computed	2026-07-05T04:05:14.015396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84089e4a5f0f115253b31ec51010e8781e448339a3cccfd7cd6fd11b95a2782d

Aliases

arxiv: 2110.08484 · arxiv_version: 2110.08484v2 · doi: 10.48550/arxiv.2110.08484 · pith_short_12: QQEJ4SS7B4IV · pith_short_16: QQEJ4SS7B4IVEU5T · pith_short_8: QQEJ4SS7

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/QQEJ4SS7B4IVEU5TD3CRAEHIPA \
  | 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: 84089e4a5f0f115253b31ec51010e8781e448339a3cccfd7cd6fd11b95a2782d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86b975a99155d656526abda85fe07127804834581bf347d84f774da89247d35a",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-10-16T06:07:59Z",
    "title_canon_sha256": "34706e384e3d0b0372cdc88d2886763a4283e54cd9107c9bef9d913b22f6a146"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.08484",
    "kind": "arxiv",
    "version": 2
  }
}