Pith Number

pith:PT3FZK2A

pith:2021:PT3FZK2AVCHXU2DMFSZUIWA55F

not attested not anchored not stored refs pending

Data Augmentation Approaches in Natural Language Processing: A Survey

Bohan Li, Wanxiang Che, Yutai Hou

arxiv:2110.01852 v3 · 2021-10-05 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PT3FZK2AVCHXU2DMFSZUIWA55F}

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

A Comparative Study of Open-Source Libraries for Synthetic Tabular Data Generation: SDV vs. SynthCity

Receipt and verification

First computed	2026-07-05T04:34:47.427248Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cf65cab40a88f7a686c2cb344581de940ea96e924f8d8d8d235f732efbc8fb7

Aliases

arxiv: 2110.01852 · arxiv_version: 2110.01852v3 · doi: 10.48550/arxiv.2110.01852 · pith_short_12: PT3FZK2AVCHX · pith_short_16: PT3FZK2AVCHXU2DM · pith_short_8: PT3FZK2A

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/PT3FZK2AVCHXU2DMFSZUIWA55F \
  | 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: 7cf65cab40a88f7a686c2cb344581de940ea96e924f8d8d8d235f732efbc8fb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51ab8ebc71d28a9fc4f34281704f0f3143ce2151faf90037f83c3b85ac2c0546",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-05T07:35:32Z",
    "title_canon_sha256": "cafdf04091b2ec62ed745e93afa75592cdb2c149b1747d22a8cd9234b8a41225"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.01852",
    "kind": "arxiv",
    "version": 3
  }
}