Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T15:47:49.982564Z
Paper Citation Record · LEDGER
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs
As of 6 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2605.02735.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T16:13:17.573307Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
47 of 47 outbound references displayed
- verified exact14
- verified fuzzy31
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3a2c6d5f-8b2d-4508-80e2-23be1da2faab · outbound
This paper cites Qwen2.5-VL Technical Report.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Qwen2.5-VL Technical Report
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T16:36:09.579251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cc5c100b-b3ca-4721-848f-e2f4db540260 · outbound
This paper cites Qwen2.5-vl technical report.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Qwen2.5-vl technical report
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.991467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 66037d08-075a-43d3-afba-1f975d3c4ec1 · outbound
This paper cites UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.631193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 519fb987-1521-4309-885f-e59d3d4a5cf7 · outbound
This paper cites Sft or rl? an early investigation into training r1-like reasoning large vision-language models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Sft or rl? an early investigation into training r1-like reasoning large vision-language models
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.978226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ba3b1d82-cfba-413d-aa70-88101c9f74d8 · outbound
This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Are We on the Right Way for Evaluating Large Vision-Language Models?
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T19:41:44.612219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 529ad48e-7849-43da-8eb9-57d01a694020 · outbound
This paper cites Think with 3d: Geometric imagination grounded spatial reasoning from limited views.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Think with 3d: Geometric imagination grounded spatial reasoning from limited views
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.917571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a6291f43-4fd3-49e4-ab53-0d6edfb426e7 · outbound
This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.984613Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ed1cadea-6207-4b5c-8aa3-40ecee404002 · outbound
This paper cites BLINK: Multimodal Large Language Models Can See but Not Perceive.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs BLINK: Multimodal Large Language Models Can See but Not Perceive
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T20:18:15.850579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8f4b7016-b63a-4096-99f4-7ea0ca3e514f · outbound
This paper cites Refocus: Visual editing as a chain of thought for structured image understanding.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Refocus: Visual editing as a chain of thought for structured image understanding
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.998588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c7ec3e4d-a5c5-44ff-bfb8-fa94413f0e62 · outbound
This paper cites Omni-MATH: A universal olympiad level mathematic benchmark for large language models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Omni-MATH: A universal olympiad level mathematic benchmark for large language models
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.949019Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8c2ee88f-a43e-4f6a-9657-550f5c015b93 · outbound
This paper cites Interleaved-modal chain-of-thought.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Interleaved-modal chain-of-thought
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.926002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8733b059-e4b1-4135-a7a5-2a44b73fe9cc · outbound
This paper cites Hallusion- bench: An advanced diagnostic suite for entangled language hallucination & visual illusion in large vision-language models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Hallusion- bench: An advanced diagnostic suite for entangled language hallucination & visual illusion in large vision-language models
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.929162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2e6e0cbf-20a7-46d9-8a0a-bb77addb9cae · outbound
This paper cites Training large language models to reason in a continuous latent space.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Training large language models to reason in a continuous latent space
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.988336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7334ff85-fe9c-46cf-b2cb-208cf32169fb · outbound
This paper cites Visual sketchpad: Sketching as a visual chain of thought for multimodal language models.Advances in Neural Information Processing Systems, 37:139348–139379.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Visual sketchpad: Sketching as a visual chain of thought for multimodal language models.Advances in Neural Information Processing Systems, 37:139348–139379
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.900376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f6492854-552e-441c-886a-1a135ae0c3e4 · outbound
This paper cites Latent visual reasoning.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Latent visual reasoning
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.981224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 89b6da3e-4c93-40b6-9ea1-d17d776ad77d · outbound
This paper cites Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T16:36:09.585493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c32a2eec-c6af-4597-af8e-4d48820cc54a · outbound
This paper cites Deliberation in latent space via differentiable cache augmentation.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Deliberation in latent space via differentiable cache augmentation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.888577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 68ca0288-8ca9-4a17-af42-fc0c5bc3dc2d · outbound
This paper cites Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.880107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b958fd74-c7a4-425d-8d34-807959c82865 · outbound
This paper cites Learn to explain: Multimodal reasoning via thought chains for science question answering.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Learn to explain: Multimodal reasoning via thought chains for science question answering
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.974192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 68d1ffcb-7056-4b6f-a2bb-f2ef99f2c862 · outbound
This paper cites A survey on latent reasoning.arxiv.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs A survey on latent reasoning.arxiv
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.995586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4c330125-d170-4c8c-b72b-e0ff100b5b08 · outbound
This paper cites LaRe: Latent Refocusing for Multimodal Reasoning.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs LaRe: Latent Refocusing for Multimodal Reasoning
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-27T02:05:07.580934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b4a50e53-5de6-4bc5-885f-d95cabce7c8c · outbound
This paper cites Compositional chain-of- thought prompting for large multimodal models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Compositional chain-of- thought prompting for large multimodal models
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.884686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 29a6f4c4-47ec-4893-b174-e1fb73bfccf8 · outbound
This paper cites Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-08-06T02:01:32.731977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c279abb1-582c-4ea8-a1fa-71ac6c0e3188 · outbound
This paper cites an unresolved cited work.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:06:25.921888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7f7ffa2f-596d-483c-9e4e-3a37b04ef130 · outbound
This paper cites Codi: Com- pressing chain-of-thought into continuous space via self-distillation.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Codi: Com- pressing chain-of-thought into continuous space via self-distillation
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.913984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4718f76-c2a1-4d4d-9cbb-71c311ed7cce · outbound
This paper cites Swireasoning: Switch-thinking in latent and explicit for pareto-superior reasoning LLMs.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Swireasoning: Switch-thinking in latent and explicit for pareto-superior reasoning LLMs
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.892022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 239432c9-d6be-4f55-b0e5-7af43b159614 · outbound
This paper cites Think silently, think fast: Dynamic latent compression of llm reasoning chains.Advances in Neural Information Processing Systems.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Think silently, think fast: Dynamic latent compression of llm reasoning chains.Advances in Neural Information Processing Systems
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.952508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation df45b34b-7cbc-46f8-9c89-5636f31c0502 · outbound
This paper cites Visual position prompt for mllm based visual grounding.IEEE Transactions on Multimedia.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Visual position prompt for mllm based visual grounding.IEEE Transactions on Multimedia
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.942767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eeb952a7-f6e8-4310-a861-0b4fbc97e246 · outbound
This paper cites Eyes wide shut? exploring the visual shortcomings of multimodal llms.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Eyes wide shut? exploring the visual shortcomings of multimodal llms
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.896455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5283bfd8-3b5b-4718-8c67-41d8414ae3e9 · outbound
This paper cites MLLM can see? dynamic correction decoding for hallucination mitigation.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs MLLM can see? dynamic correction decoding for hallucination mitigation
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.933325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f569092e-9845-4108-8277-7acd9e655a91 · outbound
This paper cites Monet: Reasoning in latent visual space beyond images and language.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Monet: Reasoning in latent visual space beyond images and language
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.653976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 12eb500d-62b4-4d9f-aa2d-6fbc85357130 · outbound
This paper cites Image Tokens Matter: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Image Tokens Matter: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.558238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4cda328c-e917-4ec3-b5fa-2aeecf482a0d · outbound
This paper cites Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T17:18:53.866178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 85060b44-8a35-4beb-a7e4-89efad4d3055 · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Chain-of-thought prompting elicits reasoning in large language models
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.960259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eafd2daa-e09f-407c-8b0e-5ec8fd47dbd8 · outbound
This paper cites Deepscientist: Advancing frontier-pushing scientific findings progressively.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Deepscientist: Advancing frontier-pushing scientific findings progressively
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.963118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4a84c9d-0c51-4dc0-baac-ab8e51beee06 · outbound
This paper cites Mind’s eye of llms: visualization-of-thought elicits spatial reasoning in large language models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Mind’s eye of llms: visualization-of-thought elicits spatial reasoning in large language models
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.936641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d98ebe88-1f9a-4510-ba6b-49e297132419 · outbound
This paper cites Mini-omni-reasoner: Token-level thinking-in-speaking in large speech models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Mini-omni-reasoner: Token-level thinking-in-speaking in large speech models
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.906496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 464b87df-fffc-4add-9810-35f6daf5ca5f · outbound
This paper cites Thinking in uncertainty: Mitigating hallucinations in mlrms with latent entropy-aware decoding.arXiv preprint arXiv:2603.13366.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Thinking in uncertainty: Mitigating hallucinations in mlrms with latent entropy-aware decoding.arXiv preprint arXiv:2603.13366
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.643792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d8d1f104-679d-44e3-a497-29f2b09baa2e · outbound
This paper cites R1-onevision: Advancing generalized multimodal reasoning through cross-modal formalization.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs R1-onevision: Advancing generalized multimodal reasoning through cross-modal formalization
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.945927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9a002af4-fc4d-42c0-aece-bc49f199e477 · outbound
This paper cites Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.544273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6aa3f6b0-6b4b-4750-8c29-d17ec79da595 · outbound
This paper cites Diffusion of thought: Chain-of-thought reasoning in diffusion language models.Advances in Neural Information Processing Systems, 37:105345–105374.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Diffusion of thought: Chain-of-thought reasoning in diffusion language models.Advances in Neural Information Processing Systems, 37:105345–105374
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.968119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a8175318-fcaa-4440-94db-57ad8b7afcd5 · outbound
This paper cites A survey on multimodal large language models.National Science Review, 11(12):nwae403.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs A survey on multimodal large language models.National Science Review, 11(12):nwae403
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:26.002163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 15e7bcb6-1472-4bf6-9258-728eb6b02d07 · outbound
This paper cites Mm-cot:a benchmark for probing vi- sual chain-of-thought reasoning in multimodal models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Mm-cot:a benchmark for probing vi- sual chain-of-thought reasoning in multimodal models
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.609725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 41d65bfa-371a-4fec-a898-e8b6bd0e72bb · outbound
This paper cites Multi- modal chain-of-thought reasoning in language models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Multi- modal chain-of-thought reasoning in language models
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.910229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 19905017-6415-4da5-86b3-dd82f0ef7ca5 · outbound
This paper cites Promptcot: Synthesizing olympiad- level problems for mathematical reasoning in large language models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Promptcot: Synthesizing olympiad- level problems for mathematical reasoning in large language models
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:06:25.955941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 82f72304-2dd1-4caf-b824-de36c125a1ef · outbound
This paper cites Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.568637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6c795bb6-3c09-41eb-bc64-b841891ac706 · outbound
This paper cites Intern-s1-pro: Scientific multimodal foundation model at trillion scale.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Intern-s1-pro: Scientific multimodal foundation model at trillion scale
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:36:09.664141Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation 577b9ca7-52c3-4b31-a8f4-fca40918c88f · inbound
OPLD: On-Policy Latent Distillation for Multimodal Reasoning cites this paper.
OPLD: On-Policy Latent Distillation for Multimodal Reasoning Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T16:13:17.573307Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.