Pith Number

pith:G5JJVNB3

pith:2022:G5JJVNB3G3HPCFFE3745QTFGQQ

not attested not anchored not stored refs pending

Improving In-Context Few-Shot Learning via Self-Supervised Training

Jingfei Du, Mingda Chen, Ramakanth Pasunuru, Srini Iyer, Todor Mihaylov, Veselin Stoyanov, Zornitsa Kozareva

arxiv:2205.01703 v2 · 2022-05-03 · 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{G5JJVNB3G3HPCFFE3745QTFGQQ}

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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

ANROT-HELANet: Adverserially and Naturally Robust Attention-Based Aggregation Network via The Hellinger Distance for Few-Shot Classification

Receipt and verification

First computed	2026-07-05T04:29:33.282203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37529ab43b36cef114a4dff9d84ca6841b78ed693b33d0fd484793605cb6fd72

Aliases

arxiv: 2205.01703 · arxiv_version: 2205.01703v2 · doi: 10.48550/arxiv.2205.01703 · pith_short_12: G5JJVNB3G3HP · pith_short_16: G5JJVNB3G3HPCFFE · pith_short_8: G5JJVNB3

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/G5JJVNB3G3HPCFFE3745QTFGQQ \
  | 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: 37529ab43b36cef114a4dff9d84ca6841b78ed693b33d0fd484793605cb6fd72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fd4de468b0548b7af9fdf7e7ccb34730829f48ef47eb825ea8b37714e90c353",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-03T18:01:07Z",
    "title_canon_sha256": "728698bbe95279d0810a201d9052fbbf69579c43bd93e74772d08b611413a697"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.01703",
    "kind": "arxiv",
    "version": 2
  }
}