Pith Number

pith:A474G2LD

pith:2020:A474G2LD4NRD5ZNGEM5NCLKZ56

not attested not anchored not stored refs pending

On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning

Aida Mostafazadeh Davani, Brendan Kennedy, Francesco Barbieri, Leonardo Neves, Xiang Ren, Xisen Jin

arxiv:2010.12864 v2 · 2020-10-24 · cs.CL · stat.ML

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\usepackage{pith}
\pithnumber{A474G2LD4NRD5ZNGEM5NCLKZ56}

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Record completeness

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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

FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering

Receipt and verification

First computed	2026-07-05T02:31:00.943072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

073fc36963e3623ee5a6233ad12d59efa38621956a930c577707c6fc64449aae

Aliases

arxiv: 2010.12864 · arxiv_version: 2010.12864v2 · doi: 10.48550/arxiv.2010.12864 · pith_short_12: A474G2LD4NRD · pith_short_16: A474G2LD4NRD5ZNG · pith_short_8: A474G2LD

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/A474G2LD4NRD5ZNGEM5NCLKZ56 \
  | 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: 073fc36963e3623ee5a6233ad12d59efa38621956a930c577707c6fc64449aae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6647268eff8a7552f472327735f1f65f974afaf42406190fd4b48c2c025935e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-24T10:36:11Z",
    "title_canon_sha256": "cb7f959352192c0ea0d5667f3f1a92abde23f63c1522130f236b76cc60dccd49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.12864",
    "kind": "arxiv",
    "version": 2
  }
}