Pith Number

pith:BRWNS7AI

pith:2025:BRWNS7AIQQTESBH54AP2VAVUTP

not attested not anchored not stored refs pending

Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding

Keonwoo Kim, Sungzoon Cho, Taebaek Hwang, Yeongjae Cho

arxiv:2505.17529 v1 · 2025-05-23 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BRWNS7AIQQTESBH54AP2VAVUTP}

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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

5 papers in Pith

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation

ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs

Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation

Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering

Receipt and verification

First computed	2026-07-05T11:08:27.703668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c6cd97c0884264904fde01faa82b49bc5900080562db1955a5a6f6564ac7fcf

Aliases

arxiv: 2505.17529 · arxiv_version: 2505.17529v1 · doi: 10.48550/arxiv.2505.17529 · pith_short_12: BRWNS7AIQQTE · pith_short_16: BRWNS7AIQQTESBH5 · pith_short_8: BRWNS7AI

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/BRWNS7AIQQTESBH54AP2VAVUTP \
  | 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: 0c6cd97c0884264904fde01faa82b49bc5900080562db1955a5a6f6564ac7fcf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4fddd4beac664b3516b5283d49bf3f8e4e61d073eaf8e66504a4fcec4e97507",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-23T06:35:43Z",
    "title_canon_sha256": "e380abd0cc485d9d7d9ceb22e259915c1c35ff695deab3157f600017af716e52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17529",
    "kind": "arxiv",
    "version": 1
  }
}