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Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2507.00152.

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

pith.paper-citation-record.v1
2507.00152 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:26:16.669846Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

  • verified exact11
  • verified fuzzy3
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 612ece5f-7a7a-4cb1-bf10-12298146a13b · outbound

This paper cites Qwen2.5-VL Technical Report.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Qwen2.5-VL Technical Report

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation aaac8a5e-62d3-4fa2-88c2-d54f61ac9e53 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-06T21:26:10.906981Z digest=sha256:17cc1b3a6640439304775388eb73b16ebed646322086dd6e3f8cdfdf8f0a44d5

Observation cdbfac30-0f21-46bb-9168-aa151b0ccf9a · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e080c9b5-a7df-49f7-a7a5-d9cac1e2a2f0 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 4

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:26:11.047743Z digest=sha256:4cc91d0f334090904c3297e9fceb41dc1b3a57d781c6c7783677deefc967f383

Observation 423ef55f-ca9a-42a3-bc08-0e08a7ff10e1 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6a21d32f-a300-4df0-917d-2f21cd7c6409 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fa795f20-fc7e-4f30-9fbf-ed81e6035ece · outbound

This paper cites Yu, Qiang Yang, and Xing Xie.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Yu, Qiang Yang, and Xing Xie

Reference 7

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Source-reported events for the cited work

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Observation f603b04e-8574-4a4c-964e-d67efe5f0a06 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1ab0bb03-0dc0-492b-a3e3-e4410ecd7395 · outbound

This paper cites Open Question Answering over Tables and Text.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Open Question Answering over Tables and Text

Reference 9

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Source-reported events for the cited work

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Observation 9df3185a-09d0-441f-b966-1adfe533a5f2 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 10

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9717afc7-3c77-4908-a724-ea70a58bb54d · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 11

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Source-reported events for the cited work

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Observation 37e5b32c-0b0a-458b-bf88-5f4bccd2f3ec · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

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Observation 992cb4e4-54c8-4a00-9241-7717092c9949 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

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Observation 1f53365a-7c26-49a2-bf78-b77f7dc69cfe · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

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Observation 31e4f0fe-6408-4901-a4fa-3dd54f803c56 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7e446e46-6f90-4274-814b-eb1a91f60065 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 16

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verified exact
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Source-reported events for the cited work

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Observation 54ab65fa-164d-45b7-a65b-cf2ad72e55f3 · outbound

This paper cites Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 17

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Source-reported events for the cited work

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Observation 969dbf6a-d78c-4991-b7cc-d00e476c2663 · outbound

This paper cites A Primer on the Inner Workings of Transformer-based Language Models.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data A Primer on the Inner Workings of Transformer-based Language Models

Reference 18

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Observation df2e0762-9b65-417b-8642-11b3d1c88cec · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 340fe21c-e89d-4c64-a519-791383750a34 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 20

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 21

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 98969b62-4189-4363-ad08-5739cefcdb9e · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 22

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Source-reported events for the cited work

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Observation 8ffc0b6c-3caf-487a-8807-6c45661ec4cf · outbound

This paper cites The Llama 3 Herd of Models.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data The Llama 3 Herd of Models

Reference 23

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Observation bf1aabe4-a790-43ed-acf1-3abe2075320d · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 24

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Observation b596eeb0-4b58-44bf-8422-a3d798e8e072 · outbound

This paper cites A Survey of Pre-trained Language Models for Processing Scientific Text.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data A Survey of Pre-trained Language Models for Processing Scientific Text

Reference 25

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Observation f5522e65-2fb0-4104-8cf5-cf7786808948 · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 26

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verified exact
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Source-reported events for the cited work

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

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This paper cites Building and better understanding vision-language models: insights and future directions.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Building and better understanding vision-language models: insights and future directions

Reference 28

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 29

Resolution
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Source-reported events for the cited work

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 30

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 31

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Source-reported events for the cited work

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 32

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Source-reported events for the cited work

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 33

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Source-reported events for the cited work

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 34

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Interpretable LLM-based Table Question Answering

Reference 35

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Source-reported events for the cited work

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data GPT-4 Technical Report

Reference 36

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Source-reported events for the cited work

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Alfonso Ure \ n a-L \'o pez, Eugenio Mart \'i nez C \'a mara, and Jose Camacho-Collados

Reference 37

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Source-reported events for the cited work

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Observation ff342c6c-ace7-406c-a8c9-3d66ffc7732d · outbound

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Reference 38

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Observation 58f2ace4-9582-4d98-8a00-38279a50af58 · outbound

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Reference 39

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Observation e48bf024-883f-4a43-bd18-4d6a93997cad · outbound

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Reference 40

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Observation 48c9982b-2cfb-4828-9026-34b481335fc4 · outbound

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Reference 41

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Observation 92e9b19e-1c13-4478-bb15-135e52f92d09 · outbound

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Reference 42

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Observation 1465d82f-162a-447c-98c2-1b879f159981 · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 43

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Observation 21058482-749d-4c76-9737-6f144ea7019a · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Qwen2.5 Technical Report

Reference 44

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Observation cec30e20-87a3-4248-b98b-2c2571c07fa4 · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Saddam Hossain Mukta, Kaniz Fatema, Nur Mohammad Fahad, Sadman Sakib, Most Marufatul Jannat Mim, Jubaer Ahmad, Mohammed Eunus Ali, and Sami Azam

Reference 45

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Observation f871bcf6-8f63-4e73-adda-7e912b0b297b · outbound

This paper cites o nnqvist, Aki-Juhani Kyr \.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data o nnqvist, Aki-Juhani Kyr \

Reference 46

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Observation e4b71962-dcd8-4ac3-95c3-96af8506bb49 · outbound

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Reference 47

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Observation 1e0abf62-31bc-4c6f-8ae9-0fdc2035137e · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 48

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 35b0c424-8b76-414b-900f-81b123b4f830 · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Howcroft, Ondrej Platek, and Adarsa Sivaprasad

Reference 49

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Observation 1724f0d5-abb4-4728-91cc-2b1d99646ef5 · outbound

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Reference 50

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Observation 427014c7-c49d-41a1-985d-dae5a331cefc · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 51

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 51f6085e-6804-4826-8c9e-309b243a0f56 · outbound

This paper cites Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 52

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Observation d4c0e185-d6b7-4c11-8635-216272cbf42c · outbound

This paper cites Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs

Reference 53

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Observation c5274c72-801c-4b66-9372-b838d0d993c2 · outbound

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Reference 54

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Observation 2cbd91d3-5ca4-4386-80af-93f541f558a5 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 55

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Observation 06ff0c41-998a-465f-97fe-1c262e719275 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 56

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Observation 09a62396-317b-43f3-a358-6e3790d56082 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Gemini: A Family of Highly Capable Multimodal Models

Reference 57

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Observation 74dd9216-73dd-4ab4-b2a8-eb0149c865c6 · outbound

This paper cites Interactive Prompt Debugging with Sequence Salience.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Interactive Prompt Debugging with Sequence Salience

Reference 58

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Observation 01f193a2-739d-49e1-9bfe-7bf0a11cb03f · outbound

This paper cites Gomez, ukasz Kaiser, and Illia Polosukhin.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Gomez, ukasz Kaiser, and Illia Polosukhin

Reference 59

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verified fuzzy
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Source-reported events for the cited work

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Observation 4eee70cd-07c6-4cb8-a53f-4e31c6775dde · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data MinerU: An Open-Source Solution for Precise Document Content Extraction

Reference 60

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Observation 158e1590-63e4-4cf3-9e2d-3c44aaecb9a9 · outbound

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Reference 61

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e915f242-9d39-41a5-a54b-f2c438c77076 · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Reference 62

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

This paper cites Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning.

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

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Observation 401df641-9f9d-4091-aea0-ef5e08193574 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 64

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Observation 9306a5d4-05cb-4a65-9792-0c8b21aa331b · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 65

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Observation 86ea8054-875f-422f-8273-676b32764ffc · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 66

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Source-reported events for the cited work

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Observation bbe7ce2d-d506-45d7-befc-56bc3cc7b9dc · outbound

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Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 67

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Unavailable: canonical work link unavailable.

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Observation d1fa9215-1bd3-4c43-a304-1ecb77af6fa6 · outbound

This paper cites Weinberger, and Yoav Artzi.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Weinberger, and Yoav Artzi

Reference 68

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ed5e7d90-80a7-4d5a-8371-5330a5e1d0bc · outbound

This paper cites TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios

Reference 69

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no resolver link, observed 2026-08-06T21:26:16.231105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 29722fa3-27d4-490a-8d29-baf0e5f1aa09 · outbound

This paper cites FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats

Reference 70

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f32a9475-f0b7-4507-aa19-de5d3d46f4f1 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 71

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4bd56d99-d618-4ddb-ab93-9d1859cdb42f · outbound

This paper cites Meyer, and Steffen Eger.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Meyer, and Steffen Eger

Reference 72

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 55d4cc19-528d-4b84-a93f-19b11fcde73a · outbound

This paper cites TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy

Reference 73

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Unavailable: canonical work link unavailable.

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Observation 6720a06e-d479-49d6-8bf0-3a199ccc9298 · outbound

This paper cites an unresolved cited work.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Unresolved cited work

Reference 74

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:26:16.609884Z digest=sha256:3cc406a1a1cc7884132cc2bb4b2f2119ac8e77a5c3dabf80702e0f4cf34c202e

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This paper cites Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context

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source=arxiv_source observed=2026-08-06T21:26:16.669846Z digest=sha256:520789ce47f7c9de0c664ff7b6072d57868c5c7be0d50421ebfca44b0f0e9ff8

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