Pith Number

pith:L3EPNW6Y

pith:2023:L3EPNW6Y3GZP2GXAJONXFRBJ5S

not attested not anchored not stored refs pending

HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Bohan Zhai, Chenfeng Xu, Chunyuan Li, Kurt Keutzer, Manling Li, Sheng Shen, Shijia Yang

arxiv:2310.01779 v3 · 2023-10-03 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L3EPNW6Y3GZP2GXAJONXFRBJ5S}

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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

11 papers in Pith

Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens

Deep Pre-Alignment for VLMs

ZINA: Multimodal Fine-grained Hallucination Detection and Editing

Counterfactual Segmentation Reasoning: Diagnosing and Mitigating Pixel-Grounding Hallucination

Receipt and verification

First computed	2026-07-05T08:02:02.044721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ec8f6dbd8d9b2fd1ae04b9b72c429eca14a46e28e2d35a31f528a370b084c39

Aliases

arxiv: 2310.01779 · arxiv_version: 2310.01779v3 · doi: 10.48550/arxiv.2310.01779 · pith_short_12: L3EPNW6Y3GZP · pith_short_16: L3EPNW6Y3GZP2GXA · pith_short_8: L3EPNW6Y

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/L3EPNW6Y3GZP2GXAJONXFRBJ5S \
  | 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: 5ec8f6dbd8d9b2fd1ae04b9b72c429eca14a46e28e2d35a31f528a370b084c39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98651232096805510c4e7584c58de2233175efc51ce089c82ff6beb97c93c77e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-03T04:01:27Z",
    "title_canon_sha256": "a35ea08d86733385513d7945e7117f066b3e35b195ce0f622f222a462f4312c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01779",
    "kind": "arxiv",
    "version": 3
  }
}