Pith Number

pith:HMAWLT64

pith:2021:HMAWLT64TB5NH36JUWZ2XEFMNS

not attested not anchored not stored refs pending

Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models

Boris van Breugel, Daniel de Vassimon Manela, David Errington, Pasquale Minervini, Thomas Fisher

arxiv:2101.09688 v2 · 2021-01-24 · cs.CL · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HMAWLT64TB5NH36JUWZ2XEFMNS}

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

Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models

Receipt and verification

First computed	2026-07-05T02:15:41.153132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b0165cfdc987ad3efc9a5b3ab90ac6cb7bc6f0fe7db3642aa70846caf0b5339

Aliases

arxiv: 2101.09688 · arxiv_version: 2101.09688v2 · doi: 10.48550/arxiv.2101.09688 · pith_short_12: HMAWLT64TB5N · pith_short_16: HMAWLT64TB5NH36J · pith_short_8: HMAWLT64

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/HMAWLT64TB5NH36JUWZ2XEFMNS \
  | 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: 3b0165cfdc987ad3efc9a5b3ab90ac6cb7bc6f0fe7db3642aa70846caf0b5339

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "147f39bbd7c061edc5f8fd4e37164fc187fea51910f06a78d9df87c2e1f701e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-01-24T10:57:59Z",
    "title_canon_sha256": "ca2451518488d0dfaeae025ad6bfb6c8338212acbced2355fb9559882102df57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.09688",
    "kind": "arxiv",
    "version": 2
  }
}