Pith Number

pith:6ZMPGMXG

pith:2025:6ZMPGMXGFSS5UIOZ32NDX56TGL

not attested not anchored not stored refs pending

Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization

Dawei Yin, Duohe Ma, Hengzhu Tang, Jiawei Sheng, Tingwen Liu, Yiming Ren, Zefeng Zhang, Zhenyang Li, Zhenyu Zhang

arxiv:2503.17928 v1 · 2025-03-23 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{6ZMPGMXGFSS5UIOZ32NDX56TGL}

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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

1 paper in Pith

Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation

Receipt and verification

First computed	2026-07-05T10:37:58.846528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f658f332e62ca5da21d9de9a3bf7d332fc3e73aad1e00ab3f151a86c8b6f377d

Aliases

arxiv: 2503.17928 · arxiv_version: 2503.17928v1 · doi: 10.48550/arxiv.2503.17928 · pith_short_12: 6ZMPGMXGFSS5 · pith_short_16: 6ZMPGMXGFSS5UIOZ · pith_short_8: 6ZMPGMXG

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/6ZMPGMXGFSS5UIOZ32NDX56TGL \
  | 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: f658f332e62ca5da21d9de9a3bf7d332fc3e73aad1e00ab3f151a86c8b6f377d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "436ee76437120803142dfb1b4ef260489aa5b1684165f6c08675215fc53d122d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-23T04:00:11Z",
    "title_canon_sha256": "c5a5261343fa923b6457035caaabc1911ca87b379ba084c619ba2e7b31025c4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17928",
    "kind": "arxiv",
    "version": 1
  }
}