Pith Number

pith:JI4JF7MP

pith:2024:JI4JF7MPL42LLBBHIIEEFDSWV4

not attested not anchored not stored refs pending

Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering

Sophia Ananiadou, Zeping Yu

arxiv:2411.10950 v2 · 2024-11-17 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JI4JF7MPL42LLBBHIIEEFDSWV4}

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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

4 papers in Pith

Locate-then-Sparsify: Attribution Guided Sparse Strategy for Visual Hallucination Mitigation

Multi-Modal LLM based Image Captioning in ICT: Bridging the Gap Between General and Industry Domain

Null Space Constrained Contrastive Visual Forgetting for MLLM Unlearning

From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:59:55.390594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a3892fd8f5f34b584274208428e56af37283a1243e10100dd73ddc259f0196c

Aliases

arxiv: 2411.10950 · arxiv_version: 2411.10950v2 · doi: 10.48550/arxiv.2411.10950 · pith_short_12: JI4JF7MPL42L · pith_short_16: JI4JF7MPL42LLBBH · pith_short_8: JI4JF7MP

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/JI4JF7MPL42LLBBHIIEEFDSWV4 \
  | 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: 4a3892fd8f5f34b584274208428e56af37283a1243e10100dd73ddc259f0196c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2a112cff15cd5e64c04d999298e7942440a7f21c0b2cff5516f61a40890e67b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-17T03:32:50Z",
    "title_canon_sha256": "83dfb4498124283dcb14e345c948c7e146764845467160690ac33daec0178482"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10950",
    "kind": "arxiv",
    "version": 2
  }
}