Pith Number

pith:AMX3BAS5

pith:2025:AMX3BAS5LGA2HVZ44QMORDTSYS

not attested not anchored not stored refs pending

Modality Bias in LVLMs: Analyzing and Mitigating Object Hallucination via Attention Lens

Haohan Zheng, Zhenguo Zhang

arxiv:2508.02419 v1 · 2025-08-04 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AMX3BAS5LGA2HVZ44QMORDTSYS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

3 papers in Pith

Evaluating Stochastic Collapse and Implicit Bias in Multimodal Large Language Models

Personalizing MLLMs via Reinforced Multimodal Reference Game

OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving

Receipt and verification

First computed	2026-07-05T11:48:14.042476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

032fb0825d5981a3d73ce418e88e72c483b14a3a957f9724a9a74a06b17297cc

Aliases

arxiv: 2508.02419 · arxiv_version: 2508.02419v1 · doi: 10.48550/arxiv.2508.02419 · pith_short_12: AMX3BAS5LGA2 · pith_short_16: AMX3BAS5LGA2HVZ4 · pith_short_8: AMX3BAS5

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/AMX3BAS5LGA2HVZ44QMORDTSYS \
  | 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: 032fb0825d5981a3d73ce418e88e72c483b14a3a957f9724a9a74a06b17297cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28065b647909bf471342963ccec1a7eb827a113936b45cbeeb23517c90c8d34d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-04T13:40:59Z",
    "title_canon_sha256": "c354049c25ba581e455754cf686e24f0a91ebdad6cfe0d6fa7ed7f6768da6bb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02419",
    "kind": "arxiv",
    "version": 1
  }
}