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Paper Citation Record · LEDGER

VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2405.16919.

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

pith.paper-citation-record.v1
2405.16919 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:53:22.323235Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:09:55.106687Z

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 4f1502bd-9178-44d1-928a-fb4d474499b0 · inbound

Understand, Think, and Answer: Advancing Visual Reasoning with Large Multimodal Models cites this paper.

Understand, Think, and Answer: Advancing Visual Reasoning with Large Multimodal Models VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T13:53:22.323235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:53:22.323235Z digest=sha256:5e9bd82f8e028b5afbfcc072cbcf0cb4242de94d134058a62fd891d748385483

Observation b12abdce-19e9-43f0-a505-f5a8ec5685b6 · inbound

Grounded Reinforcement Learning for Visual Reasoning cites this paper.

Grounded Reinforcement Learning for Visual Reasoning VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-22T01:05:51.907355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T01:05:18.801388Z digest=sha256:b1be3e2ab86047b3df7afdd691a1be83161e348aff60d43b05b6da151905c053

Observation da18befe-f9d2-4dc4-933e-62124fd12f8a · inbound

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought cites this paper.

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T12:42:22.824876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:42:22.824876Z digest=sha256:1c6065b80691e64ff3b4d0a0e2b74479d72d745043883fba9fd6be1e50f59303

Observation 62f27d10-92d2-4000-9c11-92909d519264 · inbound

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking cites this paper.

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T11:55:12.887272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:55:12.887272Z digest=sha256:8af408a8690a310649f4bfa16d6e22aa5b385ac28265ba86a281524bc9677908

Observation 494333cc-0eec-4838-ba19-b8d7b4637278 · inbound

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning cites this paper.

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-18T13:36:25.203478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-18T13:33:12.508639Z digest=sha256:927b0c2287198b2bc6482a50789190fa0f5bfa3e0fc5ae56c361844f2724ac50

Observation 797ee666-b023-4f7c-904d-efcb5b9a59d9 · inbound

VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoning cites this paper.

VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoning VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-03T20:57:30.128701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:57:30.128701Z digest=sha256:b104fd94059733ede76c06df7e59ac99a4e4201670c6e425cb6fef076cb8a365

Observation 80796cc7-a4cd-4940-9357-9325f59b9239 · inbound

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models cites this paper.

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 134

Resolution
verified exact
arxiv_id, observed 2026-07-04T15:09:55.108783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T01:50:54.242508Z digest=sha256:d9f2e9acc4247f8159b631166c00ed2e18e35c4d5ebda8f526909368a31cc204

Observation 43b82e8c-80c8-445a-b587-b81b0cf81c88 · inbound

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception cites this paper.

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models

Reference 212

Resolution
unresolved
no resolver link, observed 2026-07-12T04:17:40.198357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T04:17:40.198357Z digest=sha256:09dd3c00408c72e8ba358260a8d37516b312e23f5cea2a412ed85ffd50679ce1