Pith Number

pith:OZEIZENV

pith:2024:OZEIZENVL7OUOK67IUBEIVWFOO

not attested not anchored not stored refs pending

Does Differential Privacy Impact Bias in Pretrained NLP Models?

Andrew Wang, Jieyu Zhao, Judy Fox, Md. Khairul Islam, Tianhao Wang, Yangfeng Ji

arxiv:2410.18749 v1 · 2024-10-24 · 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{OZEIZENVL7OUOK67IUBEIVWFOO}

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

How Does Differential Privacy Affect Social Bias in LLMs? A Systematic Evaluation

Receipt and verification

First computed	2026-07-05T09:25:13.033904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76488c91b55fdd472bdf45024456c573bb8ce289c35396b24c0fb2a43437c7de

Aliases

arxiv: 2410.18749 · arxiv_version: 2410.18749v1 · doi: 10.48550/arxiv.2410.18749 · pith_short_12: OZEIZENVL7OU · pith_short_16: OZEIZENVL7OUOK67 · pith_short_8: OZEIZENV

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/OZEIZENVL7OUOK67IUBEIVWFOO \
  | 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: 76488c91b55fdd472bdf45024456c573bb8ce289c35396b24c0fb2a43437c7de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa4c6151dcbc0b25b9dfff48b3030da662a83929688f6ae8ba15ba12bbb41a55",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-24T13:59:03Z",
    "title_canon_sha256": "a2165722e8cca7ff1e1523ca816fa78df1f281f66a9fcddf31b8b6d07ca0f26e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18749",
    "kind": "arxiv",
    "version": 1
  }
}