Pith Number

pith:MQ3XDCVK

pith:2023:MQ3XDCVKQT525VS5Y2ZHZVLJGJ

not attested not anchored not stored refs pending

Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies

Gillian Dobbie, Rostam J. Neuwirth, Te Taka Keegan, Vithya Yogarajan

arxiv:2312.01509 v1 · 2023-12-03 · cs.CY · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{MQ3XDCVKQT525VS5Y2ZHZVLJGJ}

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Record completeness

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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

LIBRA: Measuring Bias of Large Language Model from a Local Context

Receipt and verification

First computed	2026-07-05T07:19:56.003617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6437718aaa84fbaed65dc6b27cd569324e69dec1c836213289ed7e0bb57ec7bc

Aliases

arxiv: 2312.01509 · arxiv_version: 2312.01509v1 · doi: 10.48550/arxiv.2312.01509 · pith_short_12: MQ3XDCVKQT52 · pith_short_16: MQ3XDCVKQT525VS5 · pith_short_8: MQ3XDCVK

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/MQ3XDCVKQT525VS5Y2ZHZVLJGJ \
  | 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: 6437718aaa84fbaed65dc6b27cd569324e69dec1c836213289ed7e0bb57ec7bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "107d73acb15bda8e8742f0e0b17116de78d4cb629516ffa11da30dbf1a67c756",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-12-03T21:25:10Z",
    "title_canon_sha256": "5de0bc19420e8975e302dc01c0704563bd9af49361b01814046c9104bb25741d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01509",
    "kind": "arxiv",
    "version": 1
  }
}