Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T17:13:26.922092Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2608.05249.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T17:13:26.922092Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bbbd0fb4-85f1-454b-b22f-ca54c55ef7ad · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Introducing GPT-5.4
Reference 1
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Observation d4f4be81-3b5c-4eb9-8d6d-d70c159e3316 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Qwen3-VL Technical Report
Reference 2
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Observation eab7a051-d5bd-43fb-9752-d1bf0a820f14 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
Reference 3
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Observation fa99a0dc-e1d9-476c-a108-b9acad9731f4 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Mulberry: Empowering MLLM with o1-like reasoning and reflection via collective monte carlo tree search
Reference 4
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Observation aee064f1-f62c-4416-acf7-cba6b9c06572 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
Reference 5
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Observation 4d77cb9a-dc1b-4476-9f86-10805ddb2bde · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis
Reference 6
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Observation c94405ad-f735-413f-b423-fcf14d6c2427 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Unresolved cited work
Reference 8
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Observation 20378077-12fd-4c83-a0e5-e7f1a8d56942 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
Reference 9
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Observation d3ed71d4-d9be-44bd-af14-320fad3b5962 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Alternating reinforcement learning for rubric-based reward modeling in non-verifiable LLM post-training.arXiv preprint arXiv:2602.01511, 2026
Reference 10
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Observation 074c7df1-d63a-4cde-be05-0ab561f3d6cd · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
Reference 11
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Observation 31454cc5-5533-4379-aa2c-3d8b75e05f3a · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis InFoBench: Evaluating instruction following ability in large language models
Reference 12
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Observation d6f4bcc6-1055-455a-9355-bf3c0db2bbdf · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
Reference 13
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Observation b3002793-658d-414a-90a3-7f8ac7c7dc11 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Cambrian-1: A fully open, vision-centric exploration of multimodal llms.Advances in Neural Information Processing Systems, 37:87310–87356, 2024
Reference 14
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Observation 53b67008-da19-4ca7-b9fd-81067528ad38 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Seed 2.0 Model Card
Reference 15
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Observation 66725781-3aae-42f1-8df6-8a58e16f5012 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models
Reference 16
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Observation cb8a6de7-a0d1-4dac-a638-8042208c8c64 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Microsoft coco: Common objects in context
Reference 17
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Observation f225b0fa-d5d9-4574-8a25-a4ac93456240 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models
Reference 18
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Observation 78783983-aa1b-438e-b0e4-4bc3bd6c4482 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Unresolved cited work
Reference 19
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Observation 2cc8404a-8f16-4ec7-8f39-8bc631564e22 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs
Reference 20
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Observation f1f80f45-9484-4442-bc68-1e528424f735 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
Reference 21
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Observation 1d615319-06fa-4995-a5f3-564688c3b98c · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Vizwiz grand challenge: Answering visual questions from blind people
Reference 22
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Observation d6621171-0bb7-4cf9-a371-f652107c6574 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Visually Dehallucinative Instruction Generation: Know What You Don't Know
Reference 23
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Observation b6c036b1-8a5a-4a08-810c-667bd23e0559 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Shamma, Michael S
Reference 24
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Observation 9ab7595b-4d01-4ca5-ae50-fa5b75d6cea9 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Hudson and Christopher D
Reference 25
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Observation cdfc299c-6d6c-423b-9d5a-1b6f30a74bef · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Dvqa: Understanding data visualizations via question answering
Reference 26
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3baaa5d1-c38b-47e8-a1e6-b337a0f28737 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Donut: Document understanding transformer without ocr
Reference 27
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Observation c4c2cf58-85e1-4a9c-9d72-cfc0dda00e0d · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models
Reference 28
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Observation 181bbf3e-25e8-4479-8ee5-781dc0e59989 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis A diagram is worth a dozen images
Reference 29
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Observation dd9c2897-ffbc-406d-b54b-63c56c1946b3 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots
Reference 30
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Observation 7cab4f00-62f7-40d1-9b1f-c814d20e9488 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
Reference 31
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Observation 95793b90-2f10-46b9-b5fd-3a9f5965ed85 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Docvqa: A dataset for vqa on document images
Reference 32
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Observation 916d1ab7-c5cb-4d7f-97b0-475d858014dc · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Chartqa: A benchmark for question answering about charts with visual and logical reasoning
Reference 33
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Observation a365ac9b-178f-478a-86b1-ad3532ab30f7 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
Reference 34
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Observation c122808b-f685-494f-8df5-042bfd420964 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Ocr-vqa: Visual question answering by reading text in images
Reference 35
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f429713f-e621-4efc-b12c-0c68bc3e7a82 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Compositional semantic parsing on semi-structured tables
Reference 36
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Observation c4c72c40-40e2-46ad-98d8-04d0ad4ce66b · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Iconqa: A new benchmark for abstract diagram understanding and visual language reasoning
Reference 37
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Observation e6f73a19-1da4-41bf-a858-a685e4066792 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Clevr: A diagnostic dataset for compositional language and elementary visual reasoning
Reference 38
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6d2607da-9cd2-400c-bd00-8d1fff846d10 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Tallyqa: Answering complex counting questions
Reference 39
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bdfc0a12-ee5f-4e2e-bc30-01955c88abf6 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
Reference 40
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Observation ab97f596-b2db-4d68-800c-659f9b6dd19c · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Measuring multimodal mathematical reasoning with math-vision dataset.Advances in Neural Information Processing Systems, 37:95095–95169, 2024
Reference 41
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Observation 10dc1878-4909-4f33-b1c1-a9e56435416b · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Raven: A dataset for relational and analogical visual reasoning
Reference 42
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e1144657-2cef-4a6f-a92f-c5f128c1b7dc · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis PathVQA: 30000+ Questions for Medical Visual Question Answering
Reference 43
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Observation f596d7f7-ae26-4293-9dcd-e629250145de · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Learn to explain: Multimodal reasoning via thought chains for science question answering
Reference 44
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Observation 63e9de72-b78a-4f9e-965f-0981542128b0 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 45
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Observation 493a1714-0e5d-42b3-9e73-fa73398c8b58 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Qwen3.5.https://qwen.ai/blog?id=qwen3.5, 2026
Reference 46
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Observation 0406641e-16e3-4a65-b912-43c1c0791f4d · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
Reference 47
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Observation 8e4efd0d-59eb-416a-9989-6e7aa5f279b0 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Mmbench: Is your multi-modal model an all-around player? In European conference on computer vision, pages 216–233
Reference 48
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Observation 54d662d8-e2e9-4e53-bf17-da6b1aebd5cf · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Mme: A comprehensive evaluation benchmark for multimodal large language models.Advances in Neural Information Processing Systems, 38, 2026
Reference 49
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Observation dc02aaa0-93c2-421f-b76f-5ea8d3104256 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Are we on the right way for evaluating large vision-language models?Advances in Neural Information Processing Systems, 37:27056–27087, 2024
Reference 50
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Observation c996c68b-0240-4af9-908d-f5fe5e93e808 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi
Reference 51
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Observation b5ac2766-49ff-4252-b7b6-7f1a9bc6296f · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Ocrbench: on the hidden mystery of ocr in large multimodal models
Reference 52
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Observation f85070c1-1962-4b10-9124-6dbfaace9535 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Infographicvqa
Reference 53
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Observation bb23239e-eaa4-4e9a-8a53-7063e9784fc6 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Charxiv: Charting gaps in realistic chart understanding in multimodal llms.Advances in Neural Information Processing Systems, 37:113569–113697, 2024
Reference 54
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Observation c5c58c3f-cf17-4536-b405-30d0bd95a173 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Dynamath: A dynamic visual benchmark for evaluating mathematical reasoning robustness of vision language models
Reference 55
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f055aed7-104b-45c2-b333-5414663d6db0 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts
Reference 56
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Observation 9c07e80c-8c6e-4c9b-bf64-63ffcb13b6a7 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
Reference 57
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Observation 5a064eed-8027-4c0d-aa53-ed40ede678cc · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Teaching CLIP to Count to Ten
Reference 58
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Observation 2e65b108-92c2-4bbe-87e8-bdf2f6443239 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Gemini 3 Flash: Frontier intelligence built for speed
Reference 59
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Observation f30d611f-84a1-464d-9887-8b5bbaecf849 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis LLaVA-OneVision: Easy Visual Task Transfer
Reference 60
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Observation f90efd05-8d87-4757-830d-b03b58f172ba · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Unresolved cited work
Reference 772
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Observation 7117009a-84ae-4a84-bcbf-78d3610513e2 · outbound
PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Instruction-Following Evaluation for Large Language Models
Reference 2023
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.