Paper Citation Record · LEDGER

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge

As of 15 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2411.16824.

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

pith.paper-citation-record.v1
2411.16824 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:59:46.961138Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:23:12.580211Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T10:23:12.613702Z

Reference resolution

57 of 57 outbound references displayed

verified exact0
verified fuzzy21
unresolved34
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0695d83-0a85-4631-9a85-397e1c593e00 · outbound

This paper cites Llama 3 model card.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Llama 3 model card

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.649890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08c112a0-3e16-4516-99e1-15bd5f9f681b · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Flamingo: a visual language model for few-shot learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.656025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfcb16bb-701d-4870-a262-d996e2aba22a · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.661613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf489e2-279c-4785-a40d-7a05b0ce8825 · outbound

This paper cites Improving fine-grained understanding in image-text pre-training.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Improving fine-grained understanding in image-text pre-training

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.667936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a056aa9-3c99-4753-89d4-59e941578d09 · outbound

This paper cites Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.673456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f343a77a-991f-4c2d-ae99-e750c5b2b9b7 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.679110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb9168b0-f1d2-4eda-83df-06b59c5464d1 · outbound

This paper cites InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.684673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8910bbd-b644-42c1-985d-6c6d9f941408 · outbound

This paper cites Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.691039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bafba62-0bf5-4efd-a4ca-2a7e7a3dae25 · outbound

This paper cites Bard, 2023.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Bard, 2023

Reference 9

Resolution: parse uncertain; no resolver link, observed 2026-08-12T12:59:46.696337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f67d8a9-a55a-40d9-a70b-aeabf8ff9c47 · outbound

This paper cites Making the V in VQA matter: El- evating the role of image understanding in visual question answering.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Making the V in VQA matter: El- evating the role of image understanding in visual question answering

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:48.065563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5b567098-450f-4c77-a295-d70ed847689a · outbound

This paper cites GQA: A new dataset for real-world visual reasoning and compositional question answering.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge GQA: A new dataset for real-world visual reasoning and compositional question answering

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:48.047149Z

Source-reported events for the cited work

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Observation a6228346-387d-4473-a46f-d252efea1e45 · outbound

This paper cites BRAVE: Broadening the visual encoding of vision-language models.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge BRAVE: Broadening the visual encoding of vision-language models

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c77ee76-4c8b-407a-9d52-51a893626f05 · outbound

This paper cites Referitgame: Referring to objects in pho- tographs of natural scenes.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Referitgame: Referring to objects in pho- tographs of natural scenes

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:48.028406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40b7d9a5-72b7-41a7-8620-2be600bc6ff9 · outbound

This paper cites Visual genome: Connecting language and vision using crowdsourced dense image annotations.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Visual genome: Connecting language and vision using crowdsourced dense image annotations

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:48.010433Z

Source-reported events for the cited work

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Observation af80f546-e2ee-458d-95ac-5b6f4a554bf2 · outbound

This paper cites What matters when building vision-language models?.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge What matters when building vision-language models?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.729574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 206f8b15-97c3-4580-b4fa-10851a71432e · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.734942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a31b0483-7240-4424-97f5-13afc61b19f1 · outbound

This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.740462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7cabda7-85ed-4be5-9778-0f642e98ae99 · outbound

This paper cites SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.747182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f20cbc10-451d-4e7f-b18f-41c17b56841b · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Improved Baselines with Visual Instruction Tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.752949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ceadc13-e658-4322-8c20-7c5dd733449c · outbound

This paper cites Visual instruction tuning.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Visual instruction tuning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.992321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 90a69544-958d-486e-a519-5d9d6b57ce32 · outbound

This paper cites Decoupled weight decay regularization.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Decoupled weight decay regularization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.763868Z

Source-reported events for the cited work

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Observation 785dbdae-3e40-491d-aced-212468d13fc8 · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.769720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b930b0c0-a931-402a-a0e0-ecbb4ee55ca2 · outbound

This paper cites Generation and comprehension of unambiguous object descriptions.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Generation and comprehension of unambiguous object descriptions

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.776098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df21175-905e-4737-94b2-17a3c7600c80 · outbound

This paper cites OK-VQA: A visual question answering benchmark requiring external knowledge.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge OK-VQA: A visual question answering benchmark requiring external knowledge

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.950864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3f028d67-e504-41d0-889c-0bbf12920656 · outbound

This paper cites OCR-VQA: Visual question answer- ing by reading text in images.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge OCR-VQA: Visual question answer- ing by reading text in images

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.931349Z

Source-reported events for the cited work

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Observation 27186e34-2e09-444b-bf47-f7f97774a9df · outbound

This paper cites Gpt-4 technical report, 2023.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Gpt-4 technical report, 2023

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.914084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dd7db9c0-3ba7-42f8-922a-a90bf145094b · outbound

This paper cites GPT-4o System Card, 2024.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge GPT-4o System Card, 2024

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.896246Z

Source-reported events for the cited work

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Observation 664e6cba-6119-4a20-8a07-33b712634612 · outbound

This paper cites Instruction Tuning with GPT-4.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Instruction Tuning with GPT-4

Reference 28

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Source-reported events for the cited work

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Observation 2f5af47a-8438-41c3-a1f1-5726e5b82249 · outbound

This paper cites Learning transferable visual models from natural language supervision, 2021.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Learning transferable visual models from natural language supervision, 2021

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.877764Z

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Observation f2379740-2995-44d1-8a84-7211cdd51519 · outbound

This paper cites A-OKVQA: A benchmark for visual question answering using world knowl- edge.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge A-OKVQA: A benchmark for visual question answering using world knowl- edge

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.860636Z

Source-reported events for the cited work

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Observation a97eb258-fb28-49d7-893f-53b94bb17d46 · outbound

This paper cites Conceptual captions: A cleaned, hypernymed, im- age alt-text dataset for automatic image captioning.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Conceptual captions: A cleaned, hypernymed, im- age alt-text dataset for automatic image captioning

Reference 31

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Source-reported events for the cited work

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Observation 57d375b8-60f2-45ec-b788-291bb1f1c070 · outbound

This paper cites When do we not need larger vision models? In European Conference on Computer Vision, pages 444–462.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge When do we not need larger vision models? In European Conference on Computer Vision, pages 444–462

Reference 32

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Observation f76eff6c-0d61-4de5-873a-f521408de1a1 · outbound

This paper cites Textcaps: a dataset for image captioning with reading comprehension.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Textcaps: a dataset for image captioning with reading comprehension

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.813480Z

Source-reported events for the cited work

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Observation 98f624ac-cd17-420f-841f-6603d7b795cb · outbound

This paper cites EVA-CLIP: Improved Training Techniques for CLIP at Scale.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge EVA-CLIP: Improved Training Techniques for CLIP at Scale

Reference 34

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Source-reported events for the cited work

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Observation b915ea51-373b-4822-965c-37ef940d6ae0 · outbound

This paper cites When are lemons purple? the concept association bias of vision-language models.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge When are lemons purple? the concept association bias of vision-language models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.793733Z

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Observation 92ac9bfa-b275-4876-a148-4bcdad1dad42 · outbound

This paper cites Qwen2.5: A party of foundation models, 2024.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Qwen2.5: A party of foundation models, 2024

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.775962Z

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Observation 63fb04cd-3587-417f-a374-56433a422215 · outbound

This paper cites Eyes wide shut? exploring the visual shortcomings of multimodal llms.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Eyes wide shut? exploring the visual shortcomings of multimodal llms

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.758643Z

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Observation 47995dcf-0171-4d26-bead-8961e82480bc · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 38

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This paper cites Vary: Scaling up the vision vocabulary for large vision-language model.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Vary: Scaling up the vision vocabulary for large vision-language model

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.741297Z

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This paper cites Weyand, A.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Weyand, A

Reference 40

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Observation 935ff633-305b-4986-9ccc-1755ed30abfe · outbound

This paper cites xgen-mm (blip-3): A family of open large multimodal models.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge xgen-mm (blip-3): A family of open large multimodal models

Reference 41

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Observation d5099edc-b1fe-4ed5-9b17-1d6959b6c72c · outbound

This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.878458Z

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This paper cites SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T12:59:46.883978Z

Source-reported events for the cited work

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This paper cites Sigmoid loss for language image pre-training.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Sigmoid loss for language image pre-training

Reference 44

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Observation fc142c69-688c-4b88-936e-e1e78f18748e · outbound

This paper cites InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Reference 45

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Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

Reference 46

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Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

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This paper cites an unresolved cited work.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

Reference 48

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Observation c1414642-7a9c-406d-9953-d62c308c05b6 · outbound

This paper cites an unresolved cited work.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

Reference 49

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Observation 30a2218d-96df-4976-8ffd-7abf937b2b19 · outbound

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Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

Reference 50

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Observation 6cfa80db-cba2-4f9b-8d50-dc81d775bc5e · outbound

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Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

Reference 51

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Observation ffcdece9-6c74-498c-b181-d4f09f1bf939 · outbound

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Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

Reference 52

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Observation d7fc1fb7-f7fa-4e4b-9362-85eef8e574f6 · outbound

This paper cites an unresolved cited work.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:59:47.569857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 862a676f-81ff-436f-ac10-7ff618388ebd · outbound

This paper cites Kinderdijk Windmills“) evaluated by GPT-4o, where the answer across differ- ent models is assessed at four different levels— Strongly 3 {.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Kinderdijk Windmills“) evaluated by GPT-4o, where the answer across differ- ent models is assessed at four different levels— Strongly 3 {

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.550734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0d10a4eb-e599-4363-8e9a-7c5dc3eb2b2f · outbound

This paper cites These windmills were originally built in the 18th century to manage water levels and prevent flooding in the low-lying polder.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge These windmills were originally built in the 18th century to manage water levels and prevent flooding in the low-lying polder

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.532107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0c439667-bc9d-4c54-9d4e-029513ee4716 · outbound

This paper cites an unresolved cited work.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:59:47.513538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 645a2dbf-57c6-4998-9d34-8dc8dd93499b · outbound

This paper cites Strongly Known,.

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge Strongly Known,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:59:47.496456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 806798e9-e5f9-4bf7-bf90-b96e1a959eaa · inbound

FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL cites this paper.

FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:23:12.617976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.