Pith. sign in

Paper Citation Record · LEDGER

Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2406.10638.

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

pith.paper-citation-record.v1
2406.10638 v3

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 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:03:24.060688Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T10:25:41.375323Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 17d08fd7-77a5-4d67-b417-3bfdbf71630e · inbound

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding cites this paper.

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:24.060688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:24.060688Z digest=sha256:7abe8a6ac38422f841daef9b2fadf0dfcbc30d7f92d6cfcffa80e56b322a2b78

Observation 0f5e5a70-ace3-49e0-bae7-df9d6a5678c5 · inbound

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs cites this paper.

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-19T11:07:15.456134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-19T11:03:59.222849Z digest=sha256:46ee59483ba89c2085c1f5d97a7380869797e38b496d3aad06e6927e849af3f6

Observation c627f0f8-a321-417a-9c31-32e8d9eb7092 · inbound

Exploring and Mitigating Fawning Hallucinations in Large Language Models cites this paper.

Exploring and Mitigating Fawning Hallucinations in Large Language Models Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T13:11:15.347843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:11:15.347843Z digest=sha256:68600c4cf0363f5790b2acb40718f9cf47eccf0469e181b13ae32abff5762c98

Observation b6a71cc8-86ec-4d65-8427-e0bd65aca7f2 · inbound

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework cites this paper.

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-18T12:32:36.408140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-18T12:31:25.257879Z digest=sha256:ac240975b17f604ae1c4035e4ca68fe39417207645e00836b8534e6c3c29de6f

Observation d15ffac1-1098-4377-b5ff-6495a9d324ed · inbound

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs cites this paper.

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

Reference 50

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T10:25:41.376681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-01T05:35:08.200219Z digest=sha256:743319dcf84d6066f7e798fac8ccb04812824d42111c3c8101aa6b5d40849a72