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Paper Citation Record · LEDGER

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting

As of 18 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2603.29943.

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

pith.paper-citation-record.v1
2603.29943 v2

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T15:29:31.834566Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

75 of 75 outbound references displayed

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  • verified fuzzy0
  • unresolved74
  • parse uncertain0
  • malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0ed3337-2573-40ac-87ca-3721e43e4345 · outbound

This paper cites dvd-counting (2025),https://huggingface.co/datasets/Video- R1/ DVD-counting5.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting dvd-counting (2025),https://huggingface.co/datasets/Video- R1/ DVD-counting5

Reference 1

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Observation ccfdbbf5-5a00-481e-97a9-1403717cfa24 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 2

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Observation 804a42b5-7a60-4670-9785-7d4fedafcaa9 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 3

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Observation 00532c8c-7292-40f2-9624-507adeba4a22 · outbound

This paper cites Impact of QCD sum rules coupling constants on neutron stars structure.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Impact of QCD sum rules coupling constants on neutron stars structure

Reference 4

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Observation 8826dd5a-a126-427a-8a97-9b9ba5282037 · outbound

This paper cites In: Proc.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proc

Reference 5

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Observation b1107bf7-52a0-45cb-b826-5e2ba0abf8f4 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 6

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Observation e575d683-7aa2-4ff2-b583-ed45f34cb77a · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 7

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Observation 0a34462d-4c2a-4aeb-87fd-620d93537238 · outbound

This paper cites In: Proc.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proc

Reference 8

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Observation 56c174e6-4159-4103-aa53-e9edd3ab8263 · outbound

This paper cites In: Proc.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proc

Reference 9

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Observation f375ed06-2c9e-41b0-adbb-339d09b3cc55 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 10

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Observation 6706b4e5-7c7a-404a-960c-f5aa2a3f9b18 · outbound

This paper cites Counting Out Time: Class Agnostic Video Repetition Counting in the Wild.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Counting Out Time: Class Agnostic Video Repetition Counting in the Wild

Reference 11

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Observation 476a509e-539d-4ce4-997a-ba7abc5e2460 · outbound

This paper cites OVR: A Dataset for Open Vocabulary Temporal Repetition Counting in Videos.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting OVR: A Dataset for Open Vocabulary Temporal Repetition Counting in Videos

Reference 12

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Observation 2a95aa4f-5c26-4199-b8af-b40f04e34606 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 13

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Observation 3f123ddf-3781-4231-bf7e-a13133ebae2c · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 14

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Observation a4809d89-b79e-43f4-ad98-b08c634156de · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 15

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Observation 90d7b2a4-46a9-4e58-8023-a5d78e95ef2b · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 16

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Observation 7767d1d7-f8c2-4994-a2dc-a97a5919c8df · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 17

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Observation db48a1f3-5977-4056-9f33-511c1ac79750 · outbound

This paper cites CogAgent: A Visual Language Model for GUI Agents.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting CogAgent: A Visual Language Model for GUI Agents

Reference 18

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Observation 0ef59c24-cbd3-4af8-986f-5689011920a8 · outbound

This paper cites TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting

Reference 19

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Observation 7d6f55b8-76a5-4773-a915-284b51c6642c · outbound

This paper cites In: Proceedings of the IEEE/CVF Confer- ence on Computer Vision and Pattern Recognition (CVPR).

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proceedings of the IEEE/CVF Confer- ence on Computer Vision and Pattern Recognition (CVPR)

Reference 20

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Observation b92e31c7-5166-4fd0-97ae-946fcc4a31f5 · outbound

This paper cites In: Proc.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proc

Reference 21

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Observation 2e4f79eb-5a8f-4d25-8a02-8a5befd316a9 · outbound

This paper cites In: Proc.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proc

Reference 22

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Observation 652672de-4758-4041-bc40-8dd0e5fec5e8 · outbound

This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 23

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Observation f3b5ea87-3001-41a2-b6e4-a5b1c3405525 · outbound

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Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting MVBench: A Comprehensive Multi-modal Video Understanding Benchmark

Reference 24

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Observation 1bca8f0c-0c1a-4715-9aca-3a571f0b7a17 · outbound

This paper cites International Journal of Computer Vision (IJCV) (2024) 5.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting International Journal of Computer Vision (IJCV) (2024) 5

Reference 25

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Observation 755d7aae-8794-410d-9ab5-18f342f58639 · outbound

This paper cites VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling

Reference 26

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Observation 702c9dff-67f2-4056-a900-13e5dc7ab1e9 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

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Observation 0ff59474-1b03-4ea9-8519-36f6c35fbf6f · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 28

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Observation 67c97e77-4fd0-4bff-b8ba-815a46bc41e7 · outbound

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Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting MMBench: Is Your Multi-modal Model an All-around Player?

Reference 29

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Observation 37c0a396-ed8b-427e-9898-437b1c4e7343 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 30

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Observation e58f5a4b-8ebe-4546-90c4-a2cace6ff33f · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 31

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Observation 1f313c1d-5eaa-48fc-84bb-92876d8168f7 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

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Observation e611a130-8917-4efc-a10f-00357d38a65e · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 33

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Observation 0a36fe93-f34f-4e64-b924-f1eba642acd8 · outbound

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Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

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Observation 37a7df40-af6e-4179-96a0-e5ad009731e5 · outbound

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Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

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Observation 40bada1b-f8fa-491d-bc78-80bc7ba915eb · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

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Observation 675a4a0f-d845-4d43-ac2c-a081c4899b5c · outbound

This paper cites In: CVPR.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: CVPR

Reference 37

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Observation 11679931-ef5c-4286-9e68-013018a43f38 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

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Observation 77a2d1bd-0193-4ddf-9694-11e574b97d3b · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 39

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:5ca01a311c620fbbd1a0cdb4f946565d919c8769b910a1c1cbf29db8e71f68c7

Observation d21dcb1d-2e39-4203-b20e-b146f1697db8 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 40

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:dfa6f735593561c650edfe8717da5c98ef6e5881e38ec1f136137810c110bcc7

Observation 286b55c6-558c-4b30-ae4e-fc61cc3827e5 · outbound

This paper cites In: ACCV.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: ACCV

Reference 41

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:f4e8a06298935dc9450d48ac895b10d986cb80a7a9f15a6feaf6e9ac05566b20

Observation 3b51cd7a-8a77-4cb9-82bd-64ac814881d3 · outbound

This paper cites MovieChat: From Dense Token to Sparse Memory for Long Video Understanding.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

Reference 42

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:865487829c39991ac40ca13504dec5c72425462c627f6ca82f938235489c9179

Observation ac061521-df25-4c68-b180-ebf01ee103dd · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 43

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:366424a598ba96badd516d7c2ac6a13e7a4bd0d079677286dafab6836593c952

Observation 6912cdf8-c52d-4c74-82f2-8229e65355f9 · outbound

This paper cites In: Proc.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proc

Reference 44

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:3e23f80839660225ed676f7ab59bd83d5a56e9dae5da3bafbe83c920d6d51446

Observation c7c893b0-f5d4-4a08-8dde-44eb5cc60279 · outbound

This paper cites In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V

Reference 45

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:8d42ce4879f554cdc4b2b40b3f46bd723469bbe3b4d212d4e22c6b600781d495

Observation 0eb35f2e-c345-452b-ac95-bdcc3ba2d825 · outbound

This paper cites InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling

Reference 46

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:2a36581f9210361183bba591481e6f1423de49dd10430af0a3164ae45655f74b

Observation 17d55405-9cd7-49bd-96ae-50a85ca897e3 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 47

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:84bc97e280223fbcc066bbd5f473fa9f5fc6b385b2a906579bd526304227e2f1

Observation f39f9fec-660c-43a4-9bc5-342adc06b57b · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 48

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:ef501ed0dc23582e5e3126e40126516d885d27cbcddd7a2e5467fa769b92a572

Observation 4eee96df-b7dc-44e8-8f47-3647f735eb4c · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 49

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:b53b40297b5ba214dd05fb0dc035514ae50340883ffd94c0a998dbe91325817b

Observation 6adbf44f-b125-4095-8ee7-f3215cd78be1 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI).

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)

Reference 50

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:ea3ff6be76c7f07b6bd00afa281e48df3bbb2c5e4c38828ffdd86341ab6f24a5

Observation 16169e3f-cf25-4cbc-acac-4cce63c82a2d · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 51

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:161e85d9ddb185940c350e9f9af6ce0ebea98debd6288fc83a7ce83f78166882

Observation ca25f97a-b15e-4692-acc8-dac577a40f42 · outbound

This paper cites VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Reference 52

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:3e78ed853ed793629319e7cb57e0e077137489b88fd5a2da8d29bfa14c006178

Observation 1e8ff0c5-88d5-4fb0-88b7-d9a6b55afeed · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 53

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:7fd0f444216c5d4b1a952107668a5045c069b0796195c0271414d39a8b885038

Observation db4f02f7-8b39-45bf-b1ae-326672b365df · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 54

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:786dd3e3b2003f90840e05a799cf8b173c72ffa63a57555b5924a1d797d48060

Observation be49c211-cdbc-4339-a170-d09b59814185 · outbound

This paper cites Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data

Reference 55

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:4259dfc5554b90e78c09360a37e06ad6e150ac2111709a5a05d524b4a99cf753

Observation b9a296c9-7c06-4df7-b58f-81e7822946ae · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 56

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:b5ad3dabb39c7fa96c9ecff439ec4259a06e898f906efc95ecdb80b59a8cda2c

Observation b11bc318-c7a0-4bcc-9ed1-bdb637f09a4a · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 57

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:504467cf919b06018413f1e1d7d32b8da286c4f1166e01fbbedb05cf4ce57191

Observation e46c991b-4950-4dc0-8dd0-9ad9395141a0 · outbound

This paper cites arXiv preprint arXiv:2410.05352 (2024) 4.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting arXiv preprint arXiv:2410.05352 (2024) 4

Reference 58

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:3dae994059489f36a46e8b0a285470cda8144471e6f2d91cdfb7c2398740b870

Observation ca3ed385-a652-41ec-9209-ab25869adbca · outbound

This paper cites In: Proc.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting In: Proc

Reference 59

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:771a433dc42f9101f00b69a948e11f6c52c46e60f1f363db403142877cab24b9

Observation 6117d422-0046-429f-9cd8-cf484ee13ed7 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 60

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:0df54610d53fb64cbd733a707973b81649803ccfd013944c716d1bd240da6020

Observation a99a6f1a-ad60-4219-b01e-7867ecc850de · outbound

This paper cites MLVU: Benchmarking Multi-task Long Video Understanding.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting MLVU: Benchmarking Multi-task Long Video Understanding

Reference 61

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:1ad0223e262fedc5bd4b4f505d4d8602f85d85f75b73653f70daebb3602da3dc

Observation bf463ecf-7e46-4ace-bf32-35f411162524 · outbound

This paper cites –Keep expressions concise—no full sentences.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting –Keep expressions concise—no full sentences

Reference 62

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:17e64d4f3af9fc31b13b77a526ab50e2507af8020e9744caa316a20af62badc4

Observation f2c22588-c851-474e-8afb-c6107aa3775a · outbound

This paper cites queries": [ {.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting queries": [ {

Reference 63

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:cf41b819ab3036e2a334cfc2470e8de77ea15acb45c329f9513ba789d7cd6c02

Observation 8210e5c6-f6ec-4aa8-93fd-1a91e85bf440 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 64

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:9b0b7fa538eb3724427ce9b891b6624a90988f0d47dd884836cf20e7d323cebf

Observation 35835793-a8fb-4204-8c43-b38aa76b3b2a · outbound

This paper cites →” –No explanations—items only –Omit ownership names (“A’s car.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting →” –No explanations—items only –Omit ownership names (“A’s car

Reference 65

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:d0ad27310a1127e0e26410b3d05263d2a15643c8282854ad82175f4eba9c645a

Observation 5b08aae6-ca5d-4903-b6d6-c92fe29aa731 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 66

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:4b33e35fbc65780b5447bec5b552b3ccd2b2e982abce177d2b0f372716413e7d

Observation 544f6b99-1430-4a0e-930e-031399628669 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 67

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:38bd42af57742acb3ec39fdf7ba54f97deb396baf02cedd7ff670823c40a8716

Observation 5a55303f-9596-4009-bbb0-a1e30663f575 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 68

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:546e2afd65956b701703a78123c3174328f78cc33548d126c56ddeb346588520

Observation d8b83d75-195b-4b8e-966e-aa0604f84a2c · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 69

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:be0ea987756e9e9e6c0d3bfbe8afb3c9c85ccdb76b6d5526215e9b75e7ab4805

Observation 4c4a9421-5198-441d-b6e7-22c2ad35c4f2 · outbound

This paper cites results": [ {.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting results": [ {

Reference 70

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:770657537141ae5d8677d414df9d5cc195c59a5927cf8dac7d9d561083c527e2

Observation 6fd0a3bb-3530-44ad-a2fd-b04c7949e226 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 71

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:1332e8327db0685c458520645731902951050254e23119a1d1b365df37291e83

Observation 2f6e8122-8ee3-4b36-8c6f-0fdda149589a · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 72

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:b9063ebf445227ccea10b4d2eda655a31151721441ae4c3fd74665ba79a14814

Observation e79f87fb-d62e-4a50-ac39-06229a768b71 · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 73

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:45076fbf9d7a443f95cc65f58697862dc24b54e17a17890c1823b5ca8a43a4e7

Observation c581e8f5-de29-4806-b81a-581dcb01974d · outbound

This paper cites an unresolved cited work.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting Unresolved cited work

Reference 74

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:e615bc20b750977627ff6086db66630acc0272ede900f60bfaa4f7a3589d64ed

Observation 40a31eac-f1e8-46f7-b84d-b72d50b9a9f3 · outbound

This paper cites enumeration.

Diagnosing Long-Video Quantitative Reasoning in Multimodal LLMs via Enumeration and Counting enumeration

Reference 75

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source=pdf_text observed=2026-07-13T15:29:31.834566Z digest=sha256:822145b28347328ad2d39c908b3c6c773d670c155f9dac23be094fbe10ce97b4

Pith citing papers

No inbound Pith citation observations are available.