Pith Number

pith:GTE2RVTM

pith:2022:GTE2RVTMDY3P6F7TKUUSBOM6GJ

not attested not anchored not stored refs pending

Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances

Baobao Chang, Damai Dai, Qingxiu Dong, Shoujie Tong, Tianyu Liu, Yifan Song, Zhifang Sui

arxiv:2205.00633 v1 · 2022-05-02 · 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{GTE2RVTMDY3P6F7TKUUSBOM6GJ}

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	2026-07-05T04:19:14.973387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34c9a8d66c1e36ff17f3552920b99e326cd1aac3ee0832451411df37c261a962

Aliases

arxiv: 2205.00633 · arxiv_version: 2205.00633v1 · doi: 10.48550/arxiv.2205.00633 · pith_short_12: GTE2RVTMDY3P · pith_short_16: GTE2RVTMDY3P6F7T · pith_short_8: GTE2RVTM

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/GTE2RVTMDY3P6F7TKUUSBOM6GJ \
  | 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: 34c9a8d66c1e36ff17f3552920b99e326cd1aac3ee0832451411df37c261a962

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33838927f222981929487118a9233a354372a94eddacb96fcadce18d08dfd8ea",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-02T03:21:35Z",
    "title_canon_sha256": "06f863a3a1d5750796c922ad6997402401edb045c4b45c22256ed3f4da20ece2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.00633",
    "kind": "arxiv",
    "version": 1
  }
}