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Paper Citation Record · LEDGER

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis

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.

pith.paper-citation-record.v1
2608.05249 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:13:26.922092Z

measured 61 of 61 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy20
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbbd0fb4-85f1-454b-b22f-ca54c55ef7ad · outbound

This paper cites Introducing GPT-5.4.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Introducing GPT-5.4

Reference 1

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

source=pdf_text observed=2026-08-08T17:13:25.189539Z digest=sha256:8bf600a8056ae3548606348681495a428b1b9957b5dab2ff854ec3ae77338866

Observation d4f4be81-3b5c-4eb9-8d6d-d70c159e3316 · outbound

This paper cites Qwen3-VL Technical Report.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Qwen3-VL Technical Report

Reference 2

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source=pdf_text observed=2026-08-08T17:13:25.253066Z digest=sha256:9e47da9bc1ecbc991c1c344194846f942cfb4197e585d43e6c04c9b586f9b89e

Observation eab7a051-d5bd-43fb-9752-d1bf0a820f14 · outbound

This paper cites MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct.

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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source=pdf_text observed=2026-08-08T17:13:25.317701Z digest=sha256:d30c3e1ad259c581abeaf1474ff2fd564e6ae5760128d1e4b954a256593a3e4e

Observation fa99a0dc-e1d9-476c-a108-b9acad9731f4 · outbound

This paper cites Mulberry: Empowering MLLM with o1-like reasoning and reflection via collective monte carlo tree search.

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

source=pdf_text observed=2026-08-08T17:13:25.350439Z digest=sha256:c73cd92315bb344aae3aedeff5275c326253daa7907035faf95aec1f3a4c4c34

Observation aee064f1-f62c-4416-acf7-cba6b9c06572 · outbound

This paper cites LLaVA-CoT: Let Vision Language Models Reason Step-by-Step.

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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source=pdf_text observed=2026-08-08T17:13:25.356753Z digest=sha256:782ee091b9bc92df49bbeeb702efee2cf3a6ba8b73a281d7c652259ea0b4a5bc

Observation 4d77cb9a-dc1b-4476-9f86-10805ddb2bde · outbound

This paper cites Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis.

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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source=pdf_text observed=2026-08-08T17:13:25.434877Z digest=sha256:a213af8a54124612c9efbcc0056b4034910cb12d27fb196ec9d3cd927f05591b

Observation c94405ad-f735-413f-b423-fcf14d6c2427 · outbound

This paper cites an unresolved cited work.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-08T17:13:25.504828Z digest=sha256:128c4a81f226dcc19492739ca943ad4420a60f8af4707f3e4f8f2bc6a6eb99e5

Observation 20378077-12fd-4c83-a0e5-e7f1a8d56942 · outbound

This paper cites Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

Reference 9

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source=pdf_text observed=2026-08-08T17:13:25.538597Z digest=sha256:2d6a06cbc3f25969dce431a020a7953ee0d8acf1a866d91b00ef45b4ba85ac6f

Observation d3ed71d4-d9be-44bd-af14-320fad3b5962 · outbound

This paper cites Alternating reinforcement learning for rubric-based reward modeling in non-verifiable LLM post-training.arXiv preprint arXiv:2602.01511, 2026.

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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source=pdf_text observed=2026-08-08T17:13:25.611475Z digest=sha256:d90c330ad2a6b4248fa02cf2f956977a9c7501797ba4c772a29a09584b7e7bb0

Observation 074c7df1-d63a-4cde-be05-0ab561f3d6cd · outbound

This paper cites Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.

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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source=pdf_text observed=2026-08-08T17:13:25.668223Z digest=sha256:c712ae495ea066ba7a2fdddd7da41b38f509809c42a6a447646bea5a45fefed5

Observation 31454cc5-5533-4379-aa2c-3d8b75e05f3a · outbound

This paper cites InFoBench: Evaluating instruction following ability in large language models.

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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source=pdf_text observed=2026-08-08T17:13:25.696284Z digest=sha256:d5d37828a611a73def2efb0672adb3dfd2af26e45e0980bd042f0b8879a8b48f

Observation d6f4bcc6-1055-455a-9355-bf3c0db2bbdf · outbound

This paper cites Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning.

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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source=pdf_text observed=2026-08-08T17:13:25.707335Z digest=sha256:cd97aae1c2c09e0e5eef3897d0ce477bb37e3f2af012e1226f32973df31d9256

Observation b3002793-658d-414a-90a3-7f8ac7c7dc11 · outbound

This paper cites Cambrian-1: A fully open, vision-centric exploration of multimodal llms.Advances in Neural Information Processing Systems, 37:87310–87356, 2024.

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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source=pdf_text observed=2026-08-08T17:13:25.790380Z digest=sha256:d37857b7c2eb170d4ab7fcdabe9922383a671218135924ebfa7872c3ed9e2e5d

Observation 53b67008-da19-4ca7-b9fd-81067528ad38 · outbound

This paper cites Seed 2.0 Model Card.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Seed 2.0 Model Card

Reference 15

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

source=pdf_text observed=2026-08-08T17:13:25.855352Z digest=sha256:58011cf6d5a2c4a4ba5b3bf6537c6b6856aee450ae9469220acdc57ffdd91d53

Observation 66725781-3aae-42f1-8df6-8a58e16f5012 · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

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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source=pdf_text observed=2026-08-08T17:13:25.889313Z digest=sha256:a26515ba1acb0b7478985a639d60fb9001cc123608d171b3f7c16c8753c7d056

Observation cb8a6de7-a0d1-4dac-a638-8042208c8c64 · outbound

This paper cites Microsoft coco: Common objects in context.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Microsoft coco: Common objects in context

Reference 17

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source=pdf_text observed=2026-08-08T17:13:25.905148Z digest=sha256:096361c612d047b166dab0d6cfc8bb508027cc8cc2208ed67e06e0c2e9d19e77

Observation f225b0fa-d5d9-4574-8a25-a4ac93456240 · outbound

This paper cites Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models.

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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source=pdf_text observed=2026-08-08T17:13:25.910608Z digest=sha256:161dbc9f3f08433481f79a47c45df4a7bf39fabdde370141b0067e09bb752596

Observation 78783983-aa1b-438e-b0e4-4bc3bd6c4482 · outbound

This paper cites an unresolved cited work.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-08T17:13:25.916452Z digest=sha256:3a5bd132f9acb4f9267bece794f2d9d3f06629af2a67310beb4b12052958b050

Observation 2cc8404a-8f16-4ec7-8f39-8bc631564e22 · outbound

This paper cites How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs.

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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source=pdf_text observed=2026-08-08T17:13:25.940793Z digest=sha256:10e40cbfaf5b1e9ce474e65d724dbfdfd4552c8fc2a8227b1337a0e955d8192e

Observation f1f80f45-9484-4442-bc68-1e528424f735 · outbound

This paper cites Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning.

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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source=pdf_text observed=2026-08-08T17:13:25.992116Z digest=sha256:206df6618bcef707fce5300396eac9d2f6e1d36a3dba97763163ce234ae44a40

Observation 1d615319-06fa-4995-a5f3-564688c3b98c · outbound

This paper cites Vizwiz grand challenge: Answering visual questions from blind people.

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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source=pdf_text observed=2026-08-08T17:13:25.996787Z digest=sha256:7213968e3ca6304452f369e456ade3f2ab35029a2649a0bcbcd53ad05bcc1842

Observation d6621171-0bb7-4cf9-a371-f652107c6574 · outbound

This paper cites Visually Dehallucinative Instruction Generation: Know What You Don't Know.

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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source=pdf_text observed=2026-08-08T17:13:26.001095Z digest=sha256:e2247a1dd0d0b834df68244cbfd1810d83af74ba1f36ef7c5cf29cba1a4a9b81

Observation b6c036b1-8a5a-4a08-810c-667bd23e0559 · outbound

This paper cites Shamma, Michael S.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Shamma, Michael S

Reference 24

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

source=pdf_text observed=2026-08-08T17:13:26.005536Z digest=sha256:2908164c5ee4f78b40dbafc101695942b913d3fdf27784bf68c00a76ed32e699

Observation 9ab7595b-4d01-4ca5-ae50-fa5b75d6cea9 · outbound

This paper cites Hudson and Christopher D.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Hudson and Christopher D

Reference 25

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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=2026-08-08T17:13:26.011211Z digest=sha256:784cd105f74e3086afa285edf6e40d964ac2ba4a1164041846895e99fc9531ee

Observation cdfc299c-6d6c-423b-9d5a-1b6f30a74bef · outbound

This paper cites Dvqa: Understanding data visualizations via question answering.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Dvqa: Understanding data visualizations via question answering

Reference 26

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raw_fallback, observed 2026-08-08T17:13:28.349913Z

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

source=pdf_text observed=2026-08-08T17:13:26.016063Z digest=sha256:e3995f0ded8dcc194cf88d9237f394c17dcee564bdc81d3dab47ca682236df10

Observation 3baaa5d1-c38b-47e8-a1e6-b337a0f28737 · outbound

This paper cites Donut: Document understanding transformer without ocr.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Donut: Document understanding transformer without ocr

Reference 27

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raw_fallback, observed 2026-08-08T17:13:28.333073Z

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

source=pdf_text observed=2026-08-08T17:13:26.020619Z digest=sha256:382b19993acc4ca13e518dff319fa99953e1829fec36ddd837cb912e04212350

Observation c4c2cf58-85e1-4a9c-9d72-cfc0dda00e0d · outbound

This paper cites Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models.

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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source=pdf_text observed=2026-08-08T17:13:26.025156Z digest=sha256:27dfb71376ded22794656b8e20e32cda4467fa0d4f1244a001fee6426587a939

Observation 181bbf3e-25e8-4479-8ee5-781dc0e59989 · outbound

This paper cites A diagram is worth a dozen images.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis A diagram is worth a dozen images

Reference 29

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source=pdf_text observed=2026-08-08T17:13:26.029929Z digest=sha256:76eb883504e5508e392ace7e260fbe6a7431f2043b41baa358d86bbd2e7e2ff3

Observation dd9c2897-ffbc-406d-b54b-63c56c1946b3 · outbound

This paper cites ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots.

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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source=pdf_text observed=2026-08-08T17:13:26.034113Z digest=sha256:49e8ab2913839e321b6040effa6ee8ce75eafb54ce44642ce03dcb1a70a8fbe1

Observation 7cab4f00-62f7-40d1-9b1f-c814d20e9488 · outbound

This paper cites LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding.

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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source=pdf_text observed=2026-08-08T17:13:26.039380Z digest=sha256:b8876cdae9c4f03be52a2ee327c57070066914ed84f746493620a17699559830

Observation 95793b90-2f10-46b9-b5fd-3a9f5965ed85 · outbound

This paper cites Docvqa: A dataset for vqa on document images.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Docvqa: A dataset for vqa on document images

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-08T17:13:28.300567Z

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=2026-08-08T17:13:26.044061Z digest=sha256:3ef0322e32b35f7fd9eba47c532914ea44c054e0bd6b4a495c1df23415225b1b

Observation 916d1ab7-c5cb-4d7f-97b0-475d858014dc · outbound

This paper cites Chartqa: A benchmark for question answering about charts with visual and logical reasoning.

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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source=pdf_text observed=2026-08-08T17:13:26.048832Z digest=sha256:9e5b2627a764622e6c243a6a686fe1793c2d18b4524f243fd2c4ff2fc1638a85

Observation a365ac9b-178f-478a-86b1-ad3532ab30f7 · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

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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source=pdf_text observed=2026-08-08T17:13:26.053348Z digest=sha256:94565d61405f106fa32d8cdfcff98d6e9351482e018ac2e078c844fffb864dec

Observation c122808b-f685-494f-8df5-042bfd420964 · outbound

This paper cites Ocr-vqa: Visual question answering by reading text in images.

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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verified fuzzy
raw_fallback, observed 2026-08-08T17:13:28.240012Z

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=2026-08-08T17:13:26.104862Z digest=sha256:eaac1e2e28b276971c9f4d0db1c0a52be65b8387c55acf109b7816ac0ac4900e

Observation f429713f-e621-4efc-b12c-0c68bc3e7a82 · outbound

This paper cites Compositional semantic parsing on semi-structured tables.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Compositional semantic parsing on semi-structured tables

Reference 36

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raw_fallback, observed 2026-08-08T17:13:28.223898Z

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=2026-08-08T17:13:26.128073Z digest=sha256:280d1f22f53ba28853c45eb558131350eac8d7a9507ce44c99ccce309699ab93

Observation c4c72c40-40e2-46ad-98d8-04d0ad4ce66b · outbound

This paper cites Iconqa: A new benchmark for abstract diagram understanding and visual language reasoning.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Iconqa: A new benchmark for abstract diagram understanding and visual language reasoning

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:28.152949Z

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=2026-08-08T17:13:26.155115Z digest=sha256:d6af138f5732a25c0e9716f0ad546e8b8baf4c144a8ecf0e4abead0fbfe21ea1

Observation e6f73a19-1da4-41bf-a858-a685e4066792 · outbound

This paper cites Clevr: A diagnostic dataset for compositional language and elementary visual reasoning.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Clevr: A diagnostic dataset for compositional language and elementary visual reasoning

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:28.103105Z

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=2026-08-08T17:13:26.184297Z digest=sha256:168485618e5ff6b1bf74c34c41cfc8904a92675100869ff2720bf818389dc6ba

Observation 6d2607da-9cd2-400c-bd00-8d1fff846d10 · outbound

This paper cites Tallyqa: Answering complex counting questions.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Tallyqa: Answering complex counting questions

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:28.088458Z

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=2026-08-08T17:13:26.188249Z digest=sha256:4ca69fd462aff6fe754d5ceba3303b3a94511859d905959ad49567a001ec7af1

Observation bdfc0a12-ee5f-4e2e-bc30-01955c88abf6 · outbound

This paper cites G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.193653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.193653Z digest=sha256:868717f4ee5573c2f9cecd08517701b5fc69b3c9626a535deea9bb252b2ed0c5

Observation ab97f596-b2db-4d68-800c-659f9b6dd19c · outbound

This paper cites Measuring multimodal mathematical reasoning with math-vision dataset.Advances in Neural Information Processing Systems, 37:95095–95169, 2024.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.198541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.198541Z digest=sha256:2a0f561e1a3781077b380a977730313dd5b123b7afbf5c7eb48baf4abd3fb49e

Observation 10dc1878-4909-4f33-b1c1-a9e56435416b · outbound

This paper cites Raven: A dataset for relational and analogical visual reasoning.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Raven: A dataset for relational and analogical visual reasoning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:28.064382Z

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=2026-08-08T17:13:26.202902Z digest=sha256:76ede3cf286d5e3855f29e86a5dad15179d3bcc6b04a920746fbc49691c7b1c3

Observation e1144657-2cef-4a6f-a92f-c5f128c1b7dc · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.207581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.207581Z digest=sha256:a954243645009ffa6f6feaa76bd55c586799d4aa4151d0d24d0d9645fc0f7d47

Observation f596d7f7-ae26-4293-9dcd-e629250145de · outbound

This paper cites Learn to explain: Multimodal reasoning via thought chains for science question answering.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Learn to explain: Multimodal reasoning via thought chains for science question answering

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:28.046794Z

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=2026-08-08T17:13:26.236779Z digest=sha256:35b65c3c54bdb1e347a27374494459b6fc637c8be7c41f85ed28c8ed685c84e0

Observation 63e9de72-b78a-4f9e-965f-0981542128b0 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.317500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.317500Z digest=sha256:dd6d21fc5e86fe81c5f61a68e43b2892b455a5d66f03f0e163ac32828945a849

Observation 493a1714-0e5d-42b3-9e73-fa73398c8b58 · outbound

This paper cites Qwen3.5.https://qwen.ai/blog?id=qwen3.5, 2026.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Qwen3.5.https://qwen.ai/blog?id=qwen3.5, 2026

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:27.980922Z

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=2026-08-08T17:13:26.415496Z digest=sha256:92e603b4b8d5ca8d940244bb18412fcc58e6f522d3d82ec64419a7e175a82d95

Observation 0406641e-16e3-4a65-b912-43c1c0791f4d · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.532378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.532378Z digest=sha256:8d1051b27b9b70d0378c3128de89b3f60dacc83bbd72d997c3b121a7c0a61218

Observation 8e4efd0d-59eb-416a-9989-6e7aa5f279b0 · outbound

This paper cites Mmbench: Is your multi-modal model an all-around player? In European conference on computer vision, pages 216–233.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.545256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.545256Z digest=sha256:cf7df19c66bb40216b22c78391748f09cb8dd10c8459f67c8630c9252e2c0d79

Observation 54d662d8-e2e9-4e53-bf17-da6b1aebd5cf · outbound

This paper cites Mme: A comprehensive evaluation benchmark for multimodal large language models.Advances in Neural Information Processing Systems, 38, 2026.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:27.903221Z

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=2026-08-08T17:13:26.557534Z digest=sha256:2ff5517e96edd26a52a63ab859856f3e93c985b07c82fccc36734ffceae835d5

Observation dc02aaa0-93c2-421f-b76f-5ea8d3104256 · outbound

This paper cites Are we on the right way for evaluating large vision-language models?Advances in Neural Information Processing Systems, 37:27056–27087, 2024.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.594626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.594626Z digest=sha256:6b0d3670ccbd993bc622ca13e65772c213a7d554f7f861ec46b33ac9ecc60b28

Observation c996c68b-0240-4af9-908d-f5fe5e93e808 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.599460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.599460Z digest=sha256:5da1fd6d03faf90ed344008aa282f0e8d3ef2891d5b6e131ee4cfadd70774148

Observation b5ac2766-49ff-4252-b7b6-7f1a9bc6296f · outbound

This paper cites Ocrbench: on the hidden mystery of ocr in large multimodal models.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Ocrbench: on the hidden mystery of ocr in large multimodal models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.682248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.682248Z digest=sha256:dea1d59a7d9a798c5c21ad4476ee91b7c9439e6ab7a8a4e30a55e96539c1b63e

Observation f85070c1-1962-4b10-9124-6dbfaace9535 · outbound

This paper cites Infographicvqa.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Infographicvqa

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.740499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.740499Z digest=sha256:2179b5b061c2123d4c1c8c47c44ffea53b386dc0117749f9942e0ca07f4f7fce

Observation bb23239e-eaa4-4e9a-8a53-7063e9784fc6 · outbound

This paper cites Charxiv: Charting gaps in realistic chart understanding in multimodal llms.Advances in Neural Information Processing Systems, 37:113569–113697, 2024.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:27.747015Z

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=2026-08-08T17:13:26.790069Z digest=sha256:d41a8b5e16ac956041e00e19b71baeffb0dd18c713b0250aa3638741954ed4c7

Observation c5c58c3f-cf17-4536-b405-30d0bd95a173 · outbound

This paper cites Dynamath: A dynamic visual benchmark for evaluating mathematical reasoning robustness of vision language models.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:27.683662Z

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=2026-08-08T17:13:26.808841Z digest=sha256:3b9c40a1a9013510d7a9105d134ec7cb2197d12b549935754b1231c289e0e677

Observation f055aed7-104b-45c2-b333-5414663d6db0 · outbound

This paper cites LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.813213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.813213Z digest=sha256:2c78105d0c387d20f870e1779a3af3d92189624cb6ab938bd4a8e290b58aff0b

Observation 9c07e80c-8c6e-4c9b-bf64-63ffcb13b6a7 · outbound

This paper cites VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.818239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.818239Z digest=sha256:e8ac11f5e1fa1748914ca8e91264f4c01ce09b89158ed5741d8f418bcfe8d2b2

Observation 5a064eed-8027-4c0d-aa53-ed40ede678cc · outbound

This paper cites Teaching CLIP to Count to Ten.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Teaching CLIP to Count to Ten

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.824188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.824188Z digest=sha256:b10fa762b173868bfe17eeb37ba1b600529f42f68c151f978e25479bb2481f09

Observation 2e65b108-92c2-4bbe-87e8-bdf2f6443239 · outbound

This paper cites Gemini 3 Flash: Frontier intelligence built for speed.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Gemini 3 Flash: Frontier intelligence built for speed

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:13:27.624851Z

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=2026-08-08T17:13:26.829420Z digest=sha256:c9530302b4a42654bb76a6a4f1e22f1f71580238b5fe12c2248cc7ba968efc40

Observation f30d611f-84a1-464d-9887-8b5bbaecf849 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis LLaVA-OneVision: Easy Visual Task Transfer

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:26.922092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:26.922092Z digest=sha256:28d94418abf7023da739055b50030b94ef803dd10f1926b84ec32b3afcc52722

Observation f90efd05-8d87-4757-830d-b03b58f172ba · outbound

This paper cites an unresolved cited work.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Unresolved cited work

Reference 772

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:13:28.706527Z

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=2026-08-08T17:13:25.702217Z digest=sha256:703a6e023b5224958d18e0acd3f2b0e8fb801427050c6411243cb8986113e9e4

Observation 7117009a-84ae-4a84-bcbf-78d3610513e2 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

PRISM: Priority-aware Rubric Internalization via Structured Multimodal Data Synthesis Instruction-Following Evaluation for Large Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-08T17:13:25.500185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:13:25.500185Z digest=sha256:5ab3e69a7dcbf428d42b3123baedfc2edd242ccbe54f2f5e93584d194cb0a74a

Pith citing papers

No inbound Pith citation observations are available.