Pith Number

pith:GEJ4EWA4

pith:2025:GEJ4EWA452CQZNMFHTM2FDOQXE

not attested not anchored not stored refs pending

ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM

Aniri, Jinhe Bi, Soeren Pirk, Yujun Wang, Yunpu Ma

arxiv:2506.14766 v3 · 2025-06-17 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{GEJ4EWA452CQZNMFHTM2FDOQXE}

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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

12 papers in Pith

Spectral Query-Key Product Weight Steering for Training-Free VLM Hallucination Mitigation

MLLMs Get It Right, Then Get It Wrong: Tracing and Correcting Late-Layer Textual Bias

Rethinking Visual Neglect: Steering via Context-Preference for MLLM Hallucination Mitigation

KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls

State Beyond Appearance: Diagnosing and Improving State Consistency in Dial-Based Measurement Reading

Receipt and verification

First computed	2026-07-30T01:18:57.550140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

3113c2581cee850cb5853cd9a28dd0b93b7f21fc377a52ef6fcc151688c43c5c

Aliases

arxiv: 2506.14766 · arxiv_version: 2506.14766v3 · doi: 10.48550/arxiv.2506.14766 · pith_short_12: GEJ4EWA452CQ · pith_short_16: GEJ4EWA452CQZNMF · pith_short_8: GEJ4EWA4

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/GEJ4EWA452CQZNMFHTM2FDOQXE \
  | 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: 3113c2581cee850cb5853cd9a28dd0b93b7f21fc377a52ef6fcc151688c43c5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5ef09606da4d40d03cf18c8e4309250e2097b9f036a5214891dc3b10f18b90f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-17T17:58:11Z",
    "title_canon_sha256": "92ac4ac864f0d4ba333f2bacb00084286999146aebe4e079b99dc4e0d76744c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14766",
    "kind": "arxiv",
    "version": 3
  }
}