Pith Number

pith:4I52FZU5

pith:2022:4I52FZU52Q3JVQJGK3KJI4CHIF

not attested not anchored not stored refs pending

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning

Ahmed Hassan Awadallah, Guoqing Zheng, Hanjie Chen, Yangfeng Ji

arxiv:2204.08039 v1 · 2022-04-17 · 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{4I52FZU52Q3JVQJGK3KJI4CHIF}

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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

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Receipt and verification

First computed	2026-07-05T04:15:21.410956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e23ba2e69dd4369ac12656d4947047414c6d69bd0cbcad7e02a6d00a76156307

Aliases

arxiv: 2204.08039 · arxiv_version: 2204.08039v1 · doi: 10.48550/arxiv.2204.08039 · pith_short_12: 4I52FZU52Q3J · pith_short_16: 4I52FZU52Q3JVQJG · pith_short_8: 4I52FZU5

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/4I52FZU52Q3JVQJGK3KJI4CHIF \
  | 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: e23ba2e69dd4369ac12656d4947047414c6d69bd0cbcad7e02a6d00a76156307

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7a20bccdca2b181bb8c23220607ee46b21a413e60657615fe2c9556cac11e76",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-17T15:55:18Z",
    "title_canon_sha256": "1bdf236dc133ada1fba614dba8438fd6a9800a279f06fccca3d4b5ee61ee3812"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.08039",
    "kind": "arxiv",
    "version": 1
  }
}