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Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2411.10950.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.10950 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:26:12.501420Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7365a8af-8e64-4b06-b1eb-caf07fbed7b8 · inbound

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

Multi-Modal LLM based Image Captioning in ICT: Bridging the Gap Between General and Industry Domain Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T14:27:59.328073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T14:26:08.188950Z digest=sha256:c7826a0006a15e90674f4eb77fe76933031aed399f42feaa7ee8b1b43ce11d89

Observation 1ae48714-dbf1-454c-8124-ae7266c52bf4 · inbound

Locate-then-Sparsify: Attribution Guided Sparse Strategy for Visual Hallucination Mitigation cites this paper.

Locate-then-Sparsify: Attribution Guided Sparse Strategy for Visual Hallucination Mitigation Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-21T10:34:07.224838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T10:32:41.447253Z digest=sha256:f6dbd5926cf4fcd538ff13301069f95ea5c3d3c7669301cc3e1d5b32cb852623

Observation e888e0ce-5b37-4554-84e3-d81ef99471b0 · inbound

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

From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision-Language Models Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-10T05:46:09.424608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T05:44:37.891638Z digest=sha256:dd80b33d3ff23037bd5bec41056715633af48666f06cba581808710cb22b8941

Observation c0876132-50f4-4d0a-a33c-90427489001b · inbound

Null Space Constrained Contrastive Visual Forgetting for MLLM Unlearning cites this paper.

Null Space Constrained Contrastive Visual Forgetting for MLLM Unlearning Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:46:08.404746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T11:06:45.175766Z digest=sha256:039f1b18343595007a762dc03888f770698a1dd1a8d3b357cea99b0e1a2bdd10

Observation 19c52fda-037a-4ec6-ad48-f4c50c0d210f · inbound

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA cites this paper.

How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-01T21:26:12.501420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:26:12.501420Z digest=sha256:bbf3b676c20ce3ceb4e1cfdb496adaf4e90cf813a9bf0050df131b35c48ce179