Paper Citation Record · LEDGER

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning

As of 17 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 4 inbound Pith citation observations for arXiv:2501.13042.

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

pith.paper-citation-record.v1
2501.13042 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:34:40.543242Z

measured 63 of 63 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:54:04.266974Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T19:51:09.541881Z

Reference resolution

59 of 59 outbound references displayed

verified exact1
verified fuzzy0
unresolved58
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb64afe9-1a93-495d-abeb-0c9c53a39916 · outbound

This paper cites URL: " 'urlintro :=.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.246356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0759c9c1-522c-4987-98c3-63b7f08d2141 · outbound

This paper cites write newline.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.252379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccb77df2-49c9-404d-97f4-fe480a063369 · outbound

This paper cites Pixtral 12B.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Pixtral 12B

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.258493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63ffe06-56f5-47eb-9e37-1ac246674f18 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.264257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b9efb17-6697-4c4b-9ee2-e7ba5ea2fc34 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.552861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3164247d-32b3-41c8-89b3-6920c7cfe201 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.274987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3237b670-8710-4394-b11d-f140ccbcb389 · outbound

This paper cites TabFact: A Large-scale Dataset for Table-based Fact Verification.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning TabFact: A Large-scale Dataset for Table-based Fact Verification

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.280266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6e9c32-7772-4d7a-871d-f7ee53f55ca2 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.286505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db06602f-5146-44a6-8dd4-849e216c9e94 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.292066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84dcfc19-2a9b-42b3-8fd5-555a57470b62 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.297044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 077ad18c-dae8-4ff8-9c9d-9245ed705a2d · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.303434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48431b3b-1544-4d9f-817e-07b148516f21 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Gonzalez, Ion Stoica, and Eric P

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.308440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f230f3f-9cb0-47f9-adf2-956829308e67 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.313651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56212841-20be-4e52-8ae3-aa7cf5eaeea9 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.318552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e362ba35-2c57-4dd0-8b15-10a81908bfa7 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.323501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6dd6781-bce4-4556-a30f-33252c45d383 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.502108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8b4ef9ce-df2f-4e52-8bb9-ad630c17ee8a · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.333522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2dbe10d-3887-4419-ab98-bdf6893b948c · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.485883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 09a8e39d-41a8-4b91-b377-27de0bcb51ec · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.343506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90e4fad6-f79a-460c-9a0b-0f1bcfeb7f72 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.348655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab3fd26-ed02-41c2-8760-fa99c7fade3e · outbound

This paper cites Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.353475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 288f57b8-b1a8-4c0f-8c9e-cf6e719ad19d · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.459463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cd7ff0c6-752c-4f06-991b-40830241ea58 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.443302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 875b602d-2443-4c64-a0f5-76558360dd87 · outbound

This paper cites Table-GPT: Table-tuned GPT for Diverse Table Tasks.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Table-GPT: Table-tuned GPT for Diverse Table Tasks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.369348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c781aabd-711b-4041-ad31-5132bef59e72 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.373959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0a5a2de-c5b7-4308-9d2f-85e1181793d9 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.415203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eeb98ad0-0a5d-4c11-9995-a610d67249a1 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.398604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5aeb145c-7696-475c-b1e9-bf32b07ca987 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1efa66e8-db4f-4ae0-a3fc-b8c4ad3fd13f · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.382229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d6b34a09-e03f-49e5-a00b-aea46d38ec76 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8509c69-88fb-4c2a-aed8-4abebea7d096 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.353110Z

Source-reported events for the cited work

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Observation 32822fb1-99b0-47c1-a96b-7d747c4ff222 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 61c965ba-9e7a-424e-beb3-7bec48d262f4 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.317156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4ffc31c3-61bb-425e-a86f-5d0f8ef6deea · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 504efdf5-4f79-49d0-b906-d8bdff86aa1e · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 35

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Source-reported events for the cited work

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Observation 21ea571b-49ff-4209-9f82-6ab692c57935 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 36

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Source-reported events for the cited work

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Observation cb77cf12-b36a-4375-bf3e-6114aa7d09ad · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Learning Transferable Visual Models From Natural Language Supervision

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.430904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d30ae5c1-d8f0-4773-b744-a8f70748e87a · outbound

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Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.435496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ba6728-7df0-4b30-a88b-224fe1c6a927 · outbound

This paper cites TableGPT2: A Large Multimodal Model with Tabular Data Integration.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.440365Z

Source-reported events for the cited work

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Observation 29322f6a-a844-48c2-a5c8-4eda0f4e33a5 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.280385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9ddbe69c-424e-4d14-8284-69e72909a916 · outbound

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Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.449711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 976a047c-7da4-4e67-9e64-4d0bb42a63d0 · outbound

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Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.454736Z

Source-reported events for the cited work

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Observation 14b516a1-3a21-4f75-8dd2-93adf54ea7dd · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 43

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Source-reported events for the cited work

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Observation 68f4401c-cf8c-45a4-b760-0c3148dcaf7a · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5784354-f8c4-4820-8edb-f8f2afb9d640 · outbound

This paper cites Qwen2 Technical Report.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Qwen2 Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.469578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a79464-f2b6-4fb9-81d5-4fe799ff06b5 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:34:41.264255Z

Source-reported events for the cited work

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Observation 6510ff94-4e0b-4955-ab29-7a8d8f84d221 · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 47

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Source-reported events for the cited work

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Observation 0a7fcb79-4af5-4ca3-b98b-cdf822a80444 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 586e1b4d-d83d-45cd-ad29-67f506126d88 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 49

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 57e36c68-65a5-4fee-9c2d-b2aaf5c2224d · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea25b9e9-b962-4df6-9e99-a26262c6cb39 · outbound

This paper cites TableLlama: Towards Open Large Generalist Models for Tables.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning TableLlama: Towards Open Large Generalist Models for Tables

Reference 51

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Observation fe18f8e9-0b90-4a3c-9df6-03c7d7e97ad7 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 52

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78921bb7-9772-4bcf-bc7d-3a78e5843410 · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.511788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29abe9bc-1da3-4cda-93c0-28dcfd3c308c · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.516314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e7733b-8d43-4015-a3e6-b311ec331a39 · outbound

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Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning , " * write output.state after.block = add.period write newline

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Source-reported events for the cited work

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Observation ec6e0f18-1fb7-4956-9861-cb0f1f867de0 · outbound

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Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning write newline

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Source-reported events for the cited work

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Observation 8217a296-46ba-4d6a-a5ef-3250ec381aca · outbound

This paper cites @esa (Ref.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning @esa (Ref

Reference 57

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4bbc40a-1736-4fd1-bd3e-8f674ebfddaa · outbound

This paper cites an unresolved cited work.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Unresolved cited work

Reference 58

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Source-reported events for the cited work

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Observation b4ee988a-3f88-438a-885e-7930504f9ce1 · outbound

This paper cites Large Language Models Can Self-Improve in Long-context Reasoning.

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning Large Language Models Can Self-Improve in Long-context Reasoning

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:34:40.617192Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 41197102-aa27-4c50-9918-7d30aed722c6 · inbound

Multimodal Tabular Reasoning with Privileged Structured Information cites this paper.

Multimodal Tabular Reasoning with Privileged Structured Information Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:04.266974Z

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Observation a9cf4996-5f35-4e31-919e-0ee76793cafc · inbound

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding cites this paper.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:14.213313Z

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Unavailable: canonical work link unavailable.

Observation 439faf5f-64bb-41f9-aba5-ad4b3982ccb2 · inbound

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data cites this paper.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:15.761797Z

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Unavailable: canonical work link unavailable.

Observation e6c4fad6-2fe7-4b9c-a531-1dbe5fde3ccd · inbound

TableVista: Benchmarking Multimodal Table Reasoning under Visual and Structural Complexity cites this paper.

TableVista: Benchmarking Multimodal Table Reasoning under Visual and Structural Complexity Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:51:09.547399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.