Pith. sign in
Pith Number

pith:PQWVUPPR

pith:2025:PQWVUPPRAYJOJFT5NUQY3F4CQT
not attested not anchored not stored refs pending

Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization

Bo Pang, Jiapeng Zhu, Jing Yu, Wenming Shao, Xiang Li, Yibo Zhao, Zhao Zhang

arxiv:2507.01050 v2 · 2025-06-23 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PQWVUPPRAYJOJFT5NUQY3F4CQT}

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 2026-07-05T11:32:33.106966Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7c2d5a3df10612e4967d6d218d978284c68c527e2a621dd1865161c3201e96b4

Aliases

arxiv: 2507.01050 · arxiv_version: 2507.01050v2 · doi: 10.48550/arxiv.2507.01050 · pith_short_12: PQWVUPPRAYJO · pith_short_16: PQWVUPPRAYJOJFT5 · pith_short_8: PQWVUPPR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PQWVUPPRAYJOJFT5NUQY3F4CQT \
  | 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: 7c2d5a3df10612e4967d6d218d978284c68c527e2a621dd1865161c3201e96b4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5e1fa488b16016dd12744952c11c2a2b7ba17d5523353fb1ab1709f32dfe0a38",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-23T05:48:10Z",
    "title_canon_sha256": "22d3af0a4a7bb281548d379965e64611725f4d3af96cfdf171b1b109a27fbbe4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01050",
    "kind": "arxiv",
    "version": 2
  }
}