Pith. sign in
Pith Number

pith:Z6WJHB46

pith:2025:Z6WJHB46B2BIQ74W4NXIP6WY2F
not attested not anchored not stored refs pending

Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models

Aishan Liu, Dacheng Tao, Siyuan Liang, Xianglong Liu, Yisong Xiao

arxiv:2504.07787 v1 · 2025-04-10 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Z6WJHB46B2BIQ74W4NXIP6WY2F}

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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.
Receipt and verification
First computed 2026-07-05T10:47:14.867205Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cfac93879e0e82887f96e36e87fad8d17cd896e1c6770d2895245e805b939ed7

Aliases

arxiv: 2504.07787 · arxiv_version: 2504.07787v1 · doi: 10.48550/arxiv.2504.07787 · pith_short_12: Z6WJHB46B2BI · pith_short_16: Z6WJHB46B2BIQ74W · pith_short_8: Z6WJHB46
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Z6WJHB46B2BIQ74W4NXIP6WY2F \
  | 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: cfac93879e0e82887f96e36e87fad8d17cd896e1c6770d2895245e805b939ed7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c713fad0211a4ed99250037985b956cfe274f53245976782df22341e5ccaefd8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-10T14:23:06Z",
    "title_canon_sha256": "28a78b6dd1b2dce65b8b6e71fb37f316bf1ec80e79000f9db21d205534b3a7e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.07787",
    "kind": "arxiv",
    "version": 1
  }
}