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Pith Number

pith:2YLB5MEY

pith:2019:2YLB5MEYGSQB3DITDEMOJ26UFO
not attested not anchored not stored refs pending

Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification

Daniel Borkan, Jeffrey Sorensen, Lucas Dixon, Lucy Vasserman, Nithum Thain

arxiv:1903.04561 v2 · 2019-03-11 · cs.LG · cs.CL · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2YLB5MEYGSQB3DITDEMOJ26UFO}

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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

3 papers in Pith

Receipt and verification
First computed 2026-05-17T23:46:45.673476Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d6161eb09834a01d8d131918e4ebd42b909503b2238218d7cb1557cc10f5b4cf

Aliases

arxiv: 1903.04561 · arxiv_version: 1903.04561v2 · doi: 10.48550/arxiv.1903.04561 · pith_short_12: 2YLB5MEYGSQB · pith_short_16: 2YLB5MEYGSQB3DIT · pith_short_8: 2YLB5MEY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2YLB5MEYGSQB3DITDEMOJ26UFO \
  | 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: d6161eb09834a01d8d131918e4ebd42b909503b2238218d7cb1557cc10f5b4cf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3a612b220059874668b9d38e4e645e058c29ba797a3d7cf08b305d64e6a1fdc4",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-11T19:45:54Z",
    "title_canon_sha256": "9522067d8d0c5db762da0c4d1ed94eda08b9fbae99bca9c93dc226b0c8b055b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.04561",
    "kind": "arxiv",
    "version": 2
  }
}