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Paper Citation Record · LEDGER

Multimodal Tabular Reasoning with Privileged Structured Information

As of 7 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 1 inbound Pith citation observation for arXiv:2506.04088.

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

pith.paper-citation-record.v1
2506.04088 v1

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:54:04.387121Z

measured 91 of 91 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:02:42.510199Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

90 of 90 outbound references displayed

  • verified exact2
  • verified fuzzy25
  • unresolved63
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 440a5058-4bd6-40fb-a929-ff93993205e4 · outbound

This paper cites GPT-4 Technical Report.

Multimodal Tabular Reasoning with Privileged Structured Information GPT-4 Technical Report

Reference 1

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source=pdf_text observed=2026-08-07T10:53:57.595635Z digest=sha256:dd439386ef6501084ce1df7d25de35aeffa2beabf9fec9e3b9a559674d136b97

Observation 105ff3a8-ef3e-4ec1-9e2b-f4ad8c8edd49 · outbound

This paper cites Doc- former: End-to-end transformer for document understanding.

Multimodal Tabular Reasoning with Privileged Structured Information Doc- former: End-to-end transformer for document understanding

Reference 2

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source=pdf_text observed=2026-08-07T10:53:57.667026Z digest=sha256:2c5f56ce2e3d4e695d8f4e6ea063c134920839e8aeee54fa638aab3ac1c04474

Observation 1d043d1f-aefd-4df3-9f8a-17befeeaa10b · outbound

This paper cites Qwen2.5-VL Technical Report.

Multimodal Tabular Reasoning with Privileged Structured Information Qwen2.5-VL Technical Report

Reference 3

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source=pdf_text observed=2026-08-07T10:53:57.763430Z digest=sha256:4ec25d27264186deb6d7f78f79f4f00904c2a1ef4258accf8d1abc059e376a0d

Observation c890e269-bcd3-4da2-bba9-2f81a79b9aa5 · outbound

This paper cites Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901, 2020.

Multimodal Tabular Reasoning with Privileged Structured Information Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901, 2020

Reference 4

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source=pdf_text observed=2026-08-07T10:53:57.843334Z digest=sha256:c22961b76e9db89f77fc26902b12140a37e6bb38d7b5108872bef03fdbe0b5b7

Observation b506d804-9269-4510-a9e7-1b9b200dc51f · outbound

This paper cites Understanding the limits of deep tabular methods with temporal shift.arXiv preprint arXiv:2502.20260, 2025.

Multimodal Tabular Reasoning with Privileged Structured Information Understanding the limits of deep tabular methods with temporal shift.arXiv preprint arXiv:2502.20260, 2025

Reference 5

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source=pdf_text observed=2026-08-07T10:53:57.911073Z digest=sha256:f0e6ca66760ebd309fe57ea07b24d25f00879839e5564424b76c4a9bef31af07

Observation b0b567c0-d686-448d-b26b-b0ecb74eebba · outbound

This paper cites Bigtable: A distributed storage system for structured data.ACM Transactions on Computer Systems (TOCS), 26(2):1–26, 2008.

Multimodal Tabular Reasoning with Privileged Structured Information Bigtable: A distributed storage system for structured data.ACM Transactions on Computer Systems (TOCS), 26(2):1–26, 2008

Reference 6

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source=pdf_text observed=2026-08-07T10:53:57.986591Z digest=sha256:87e6d1258bf1fd34759527217884b0d1b59bf39d593cf9fd267a6a8a38081935

Observation 03b13aaf-5e33-48ba-83a6-1d2b000cdb2a · outbound

This paper cites A survey on evaluation of large language models.ACM transactions on intelligent systems and technology, 15(3):1–45, 2024.

Multimodal Tabular Reasoning with Privileged Structured Information A survey on evaluation of large language models.ACM transactions on intelligent systems and technology, 15(3):1–45, 2024

Reference 7

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source=pdf_text observed=2026-08-07T10:53:58.065377Z digest=sha256:0d45e091969b93815206dca64f42e6c125af966dc29dd3d70b6152cc09e2f38e

Observation e96f58ca-4545-4f5e-8d57-d5b2db0560d6 · outbound

This paper cites Open Question Answering over Tables and Text.

Multimodal Tabular Reasoning with Privileged Structured Information Open Question Answering over Tables and Text

Reference 8

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source=pdf_text observed=2026-08-07T10:53:58.141868Z digest=sha256:fd83e8762b5726765ffbb1f2b4a4820d5c9d3c80d87ec54daa3d034e55319328

Observation e0c9605c-8469-4e62-b452-1e4553f350fb · outbound

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

Multimodal Tabular Reasoning with Privileged Structured Information TabFact: A Large-scale Dataset for Table-based Fact Verification

Reference 9

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source=pdf_text observed=2026-08-07T10:53:58.222007Z digest=sha256:5e001e9c553e92fba379c3c8c458cf8625d2dacda7db799a004b71062a2dd007

Observation 45ddcca0-e0e1-42db-851c-3dcc54e4859c · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Multimodal Tabular Reasoning with Privileged Structured Information Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 10

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source=pdf_text observed=2026-08-07T10:53:58.317973Z digest=sha256:c35adf2a2a76fc1c9b7d5a95b21ff6d343869de1327fee18c3e04845e10f7655

Observation 489977d3-d658-45d4-9539-b1c469bf9cd0 · outbound

This paper cites HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.

Multimodal Tabular Reasoning with Privileged Structured Information HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Reference 11

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source=pdf_text observed=2026-08-07T10:53:58.414787Z digest=sha256:c98511ed2650332439a4c3129904cf734d80a58b6fce1c6d9e906d6016fb76b7

Observation 183807f0-18f0-4b32-9724-76e7f1fde9a8 · outbound

This paper cites Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition.

Multimodal Tabular Reasoning with Privileged Structured Information Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition

Reference 12

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verified exact
local_arxiv, observed 2026-08-07T10:54:05.848145Z

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.

source=pdf_text observed=2026-08-07T10:53:58.507904Z digest=sha256:fbb8b1bd92d866ee06b40d7082e0c9fccc3b97578d99c86108ea6d3469569dfc

Observation dfd5b691-7c21-4d56-9a6a-1b5a29e75347 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

Multimodal Tabular Reasoning with Privileged Structured Information InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 13

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source=pdf_text observed=2026-08-07T10:53:58.576067Z digest=sha256:8c16544e38453b59ccf95507cb9f8b1aeda51ee7b4835f0428e8dad46a72f10f

Observation a7230daf-f345-4b9d-b741-b488e840823a · outbound

This paper cites Tables as texts or images: Evaluating the table reasoning ability of llms and mllms.

Multimodal Tabular Reasoning with Privileged Structured Information Tables as texts or images: Evaluating the table reasoning ability of llms and mllms

Reference 14

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source=pdf_text observed=2026-08-07T10:53:58.679977Z digest=sha256:80e2ed26f4b1f3d644c5eed020d7eee0b5d58cccf7d3fdc31f76035e97c12315

Observation 6a753cdd-3532-44be-95df-ccb80e06f456 · outbound

This paper cites Turl: Table understanding through representation learning.ACM Special Interest Group on Management of Data Record, 51(1):33–40, 2022.

Multimodal Tabular Reasoning with Privileged Structured Information Turl: Table understanding through representation learning.ACM Special Interest Group on Management of Data Record, 51(1):33–40, 2022

Reference 15

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source=pdf_text observed=2026-08-07T10:53:58.776766Z digest=sha256:2f99e5045e5026af5c29a2a5ca84c05f0338eec3ec2e9122812221afa1d67ab3

Observation bfe7478d-1672-4ab9-b39b-a3d2e9c34a67 · outbound

This paper cites UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding.

Multimodal Tabular Reasoning with Privileged Structured Information UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding

Reference 16

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source=pdf_text observed=2026-08-07T10:53:58.839998Z digest=sha256:14b49b9b3980d767abb57e50d85afc986b94d021f4de892a02473dcea30a5d7c

Observation 571f5654-e954-4b8c-aeb2-2456940e7102 · outbound

This paper cites Fast Large Language Model Collaborative Decoding via Speculation.

Multimodal Tabular Reasoning with Privileged Structured Information Fast Large Language Model Collaborative Decoding via Speculation

Reference 17

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source=pdf_text observed=2026-08-07T10:53:58.892122Z digest=sha256:26d819a68506727ef94a1c247aa6106962b780093ed727a889799a0cd16199ad

Observation 254ade63-179a-4005-a274-1007f1abc12c · outbound

This paper cites Table detection using deep learning.

Multimodal Tabular Reasoning with Privileged Structured Information Table detection using deep learning

Reference 18

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source=pdf_text observed=2026-08-07T10:53:58.957629Z digest=sha256:77d45d23e688b1e37d94fa9bae8cc97610e64cd24c5a5e7522f04afbbb4ef5b9

Observation 7ce59417-ff97-47b0-b054-fb151f787bfe · outbound

This paper cites Xylayoutlm: Towards layout-aware multimodal networks for visually-rich document understanding.

Multimodal Tabular Reasoning with Privileged Structured Information Xylayoutlm: Towards layout-aware multimodal networks for visually-rich document understanding

Reference 19

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source=pdf_text observed=2026-08-07T10:53:59.035657Z digest=sha256:f16f8a95fac0df6fc68c246d980fefdca2706d6ae548c83406f986e3b58470ec

Observation 3d37cdcb-510a-47ac-b0e2-438c5866721c · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Multimodal Tabular Reasoning with Privileged Structured Information DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 20

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source=pdf_text observed=2026-08-07T10:53:59.116425Z digest=sha256:b0618acc5234de985ab312cf5ca8e92c70d891c79d67f3a6c1222086bc7595bf

Observation 2e5b393c-95b4-44a1-8b11-cd619c3751bb · outbound

This paper cites MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale.

Multimodal Tabular Reasoning with Privileged Structured Information MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 21

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source=pdf_text observed=2026-08-07T10:53:59.200727Z digest=sha256:4f43e3c4a4bb87aea6b4598aadbcb458140f19cdd326535cdbb66381d56d3652

Observation 78fded4a-12a7-44fd-9482-cc066d605afb · outbound

This paper cites INFOTABS: Inference on Tables as Semi-structured Data.

Multimodal Tabular Reasoning with Privileged Structured Information INFOTABS: Inference on Tables as Semi-structured Data

Reference 22

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local_arxiv, observed 2026-08-07T10:54:05.782194Z

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.

source=pdf_text observed=2026-08-07T10:53:59.283861Z digest=sha256:0bbd98fe624f6a8f2a003c3843e6c936e09cc2ffdc2a4813459cf99d82c56384

Observation e5307d8b-a6a2-489c-9938-5d137a88d8e5 · outbound

This paper cites Right for the right reason: Evidence extraction for trustworthy tabular reasoning.

Multimodal Tabular Reasoning with Privileged Structured Information Right for the right reason: Evidence extraction for trustworthy tabular reasoning

Reference 23

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source=pdf_text observed=2026-08-07T10:53:59.353603Z digest=sha256:74d4399b5b628a15d0f257aa2afe9dac7d1bf99179cbc44d7e2b080aa40a21f2

Observation 7103012f-06cc-4de8-81b3-e3cbfba2717a · outbound

This paper cites A survey on vision transformer.IEEE transactions on pattern analysis and machine intelligence, 45(1):87–110, 2022.

Multimodal Tabular Reasoning with Privileged Structured Information A survey on vision transformer.IEEE transactions on pattern analysis and machine intelligence, 45(1):87–110, 2022

Reference 24

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source=pdf_text observed=2026-08-07T10:53:59.434940Z digest=sha256:f5fbda42fbede66c1501b5d21f355c9e1f498a6a26e7ff8792326f73504eca11

Observation 772dc45b-f4de-4491-8d6a-83056bdc76a6 · outbound

This paper cites TAPAS: Weakly Supervised Table Parsing via Pre-training.

Multimodal Tabular Reasoning with Privileged Structured Information TAPAS: Weakly Supervised Table Parsing via Pre-training

Reference 25

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source=pdf_text observed=2026-08-07T10:53:59.543879Z digest=sha256:8e9ab658cbbf756bc74e70d6663d9b328f713b4e89aef1b4d1a4b9cd6a2e3710

Observation dbba7eba-da91-406d-9aa6-a22af5a43bc1 · outbound

This paper cites Accurate predictions on small data with a tabular foundation model.Nature, 637(8045):319–326, 2025.

Multimodal Tabular Reasoning with Privileged Structured Information Accurate predictions on small data with a tabular foundation model.Nature, 637(8045):319–326, 2025

Reference 26

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source=pdf_text observed=2026-08-07T10:53:59.623137Z digest=sha256:53fb3dd71d7193cd590e2f9e6915fd19f5ed48a5858584459e8f78f87ce4fb5e

Observation dd56f003-3a0e-4c4c-942c-90e0b90ec36f · outbound

This paper cites Representation Learning for Tabular Data: A Comprehensive Survey.

Multimodal Tabular Reasoning with Privileged Structured Information Representation Learning for Tabular Data: A Comprehensive Survey

Reference 27

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source=pdf_text observed=2026-08-07T10:53:59.708442Z digest=sha256:6d243cdabb02d65f57f7a3f7ab82f242d39e07dbe0da52dfa47edf9243b09296

Observation ca3cdd79-bcf0-404d-813d-28d6ac643470 · outbound

This paper cites Tabular insights, visual impacts: transferring expertise from tables to images.

Multimodal Tabular Reasoning with Privileged Structured Information Tabular insights, visual impacts: transferring expertise from tables to images

Reference 28

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raw_fallback, observed 2026-08-07T10:54:06.295475Z

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.

source=pdf_text observed=2026-08-07T10:53:59.779525Z digest=sha256:c0d03d813b372dacee0ddf73accb7feca052dd5facdac3b59043f3b7af9382d9

Observation 527ae878-a706-4e8c-8257-310f586b6fec · outbound

This paper cites A survey on table question an- swering: recent advances.

Multimodal Tabular Reasoning with Privileged Structured Information A survey on table question an- swering: recent advances

Reference 29

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raw_fallback, observed 2026-08-07T10:54:06.285999Z

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.

source=pdf_text observed=2026-08-07T10:53:59.864281Z digest=sha256:3b991f395753a852bb1d82381c3f2bf20dc84b2fce9239d7b570c9d6e53c9cf2

Observation becc2c97-4015-4431-a148-35d5bfb3a5ab · outbound

This paper cites OCR-free Document Understanding Transformer.

Multimodal Tabular Reasoning with Privileged Structured Information OCR-free Document Understanding Transformer

Reference 30

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source=pdf_text observed=2026-08-07T10:53:59.939057Z digest=sha256:5bf4457c4d41291f3c84b5d655e21b0b553b1ba26e7fa139badf3731924be75e

Observation 5bf598d3-5d6c-4cf8-82c1-009119d5b73a · outbound

This paper cites TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains.

Multimodal Tabular Reasoning with Privileged Structured Information TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains

Reference 31

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source=pdf_text observed=2026-08-07T10:54:00.037855Z digest=sha256:ecd73626e2e70e705a3e79f890a7df029607c5234eaebe108b6de449f56b7f8a

Observation 85fa5402-da57-4315-8b91-43fa9b8457b6 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Multimodal Tabular Reasoning with Privileged Structured Information Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 32

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source=pdf_text observed=2026-08-07T10:54:00.086532Z digest=sha256:8bd63157d4a76276ec3cfe4c7d255018f8ed54cc70399be091167fded2a72f07

Observation aaa386e7-8cd1-43a1-970d-c799357cdc65 · outbound

This paper cites Tablebank: Table benchmark for image-based table detection and recognition.

Multimodal Tabular Reasoning with Privileged Structured Information Tablebank: Table benchmark for image-based table detection and recognition

Reference 33

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source=pdf_text observed=2026-08-07T10:54:00.190876Z digest=sha256:40cc8ac1e16eadaa9f3905122f3c217cb71b0f73e6c57d5e594e4083dd197df0

Observation 2ba1c23e-fffb-4fb5-9433-54f639b14977 · outbound

This paper cites Think or not think: A study of explicit thinking in rule-based visual reinforcement fine-tuning.arXiv preprint arXiv:2503.16188, 2025.

Multimodal Tabular Reasoning with Privileged Structured Information Think or not think: A study of explicit thinking in rule-based visual reinforcement fine-tuning.arXiv preprint arXiv:2503.16188, 2025

Reference 34

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source=pdf_text observed=2026-08-07T10:54:00.272737Z digest=sha256:b13a9f91df4aeb27afe4c0f3f471062ce1923bdae94b80b324ecb2a530338a9e

Observation f620fb6f-2892-480d-a00a-bdc688f1d888 · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems, 36, 2024.

Multimodal Tabular Reasoning with Privileged Structured Information Visual instruction tuning.Advances in neural information processing systems, 36, 2024

Reference 35

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source=pdf_text observed=2026-08-07T10:54:00.349594Z digest=sha256:94e87851ecc389b48bb0778e287921248022b5e3cff60112f819a4d19e9398ed

Observation b4a4a72c-816d-45e7-b9d2-b1ec3ccf1678 · outbound

This paper cites TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems.

Multimodal Tabular Reasoning with Privileged Structured Information TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems

Reference 36

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no resolver link, observed 2026-08-07T10:54:00.418094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.418094Z digest=sha256:52aaef65950e4ae49a054987843788762097aa9141e691efae362a5b29b4b478

Observation a92d515b-72e2-4cec-8cd1-bac104578510 · outbound

This paper cites Hippo: Enhancing the table understanding capability of large language models through hybrid-modal preference optimization.arXiv preprint arXiv:2502.17315, 2025.

Multimodal Tabular Reasoning with Privileged Structured Information Hippo: Enhancing the table understanding capability of large language models through hybrid-modal preference optimization.arXiv preprint arXiv:2502.17315, 2025

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.514347Z digest=sha256:3f414ea97b96ea8757c7cf25a46d096009120e430401eebcb32fbd2ab3f67365

Observation 3f10de56-a0b1-4c17-ae11-78cfbcbc2cd5 · outbound

This paper cites Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning.

Multimodal Tabular Reasoning with Privileged Structured Information Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

Reference 38

Resolution
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no resolver link, observed 2026-08-07T10:54:00.575535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.575535Z digest=sha256:7fdb00f0b7d0986287f0bdbc86396288c6e6ed5358e47d8e9a80db7434d29ca7

Observation e591ffba-6bbc-4c1d-97ef-c3745c0836c4 · outbound

This paper cites Ovis: Structural Embedding Alignment for Multimodal Large Language Model.

Multimodal Tabular Reasoning with Privileged Structured Information Ovis: Structural Embedding Alignment for Multimodal Large Language Model

Reference 39

Resolution
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no resolver link, observed 2026-08-07T10:54:00.675957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.675957Z digest=sha256:00fb22e15be61cdf14ea8fe8e6d8c0f6953431309245b1cd77d0bfd208fed21f

Observation d599de1d-a759-4b94-babe-10d75c29b1d3 · outbound

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

Multimodal Tabular Reasoning with Privileged Structured Information Ocr-vqa: Visual question answering by reading text in images

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.260654Z

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.

source=pdf_text observed=2026-08-07T10:54:00.753331Z digest=sha256:42ea54a203cf043e0fb0ec24b40e95bb65e90641ede4d73bcec9daf0c706e9b7

Observation a760fda4-dc0f-40e9-a709-2f86737c44dd · outbound

This paper cites Fetaqa: Free-form table question answering.Transactions of the Association for Computational Linguistics, 10:35–49, 2022.

Multimodal Tabular Reasoning with Privileged Structured Information Fetaqa: Free-form table question answering.Transactions of the Association for Computational Linguistics, 10:35–49, 2022

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.250770Z

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.

source=pdf_text observed=2026-08-07T10:54:00.851906Z digest=sha256:1858f2cf4715173d7491923698a105b9e4a65a76b8f9005d596af5faeae86ab7

Observation 26c74a66-1f44-4338-ae0a-c1f946ae9766 · outbound

This paper cites Tableformer: Table structure understanding with transformers.

Multimodal Tabular Reasoning with Privileged Structured Information Tableformer: Table structure understanding with transformers

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.240891Z

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.

source=pdf_text observed=2026-08-07T10:54:00.968862Z digest=sha256:16270c6bf461eeb337485ccf3d2c2963842e41fc577b369828fe2d279265c1ce

Observation b42b582f-bf40-4fc7-adae-8022c4773743 · outbound

This paper cites Gpt-4o: Hello gpt-4o.

Multimodal Tabular Reasoning with Privileged Structured Information Gpt-4o: Hello gpt-4o

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.229835Z

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.

source=pdf_text observed=2026-08-07T10:54:01.093758Z digest=sha256:6cf2fa952c1cb263aeeabc9f8c5bbebe469b81a7c700f49ce0f5205a2c66db70

Observation eec88782-2e35-4429-81f2-bcb642518a03 · outbound

This paper cites Learning to reason with llms.

Multimodal Tabular Reasoning with Privileged Structured Information Learning to reason with llms

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.218252Z

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.

source=pdf_text observed=2026-08-07T10:54:01.221596Z digest=sha256:6e82d33ff14a5b31a0c0bc244aa1368329bd801885368f3a60c8543590253fe8

Observation cdb66b94-f1b6-421c-a062-a041e1d755ba · outbound

This paper cites Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022.

Multimodal Tabular Reasoning with Privileged Structured Information Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022

Reference 45

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no resolver link, observed 2026-08-07T10:54:01.317970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:01.317970Z digest=sha256:54965632c32418918ead7c61de2bd5d9563b76a9a41fa3396deb70957da2d378

Observation af683bc5-7743-480e-b308-97dca33fb71f · outbound

This paper cites Tablenet: Deep learning model for end-to-end table detection and tabular data extraction from scanned document images.

Multimodal Tabular Reasoning with Privileged Structured Information Tablenet: Deep learning model for end-to-end table detection and tabular data extraction from scanned document images

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.200444Z

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.

source=pdf_text observed=2026-08-07T10:54:01.438076Z digest=sha256:1aa8a5f9a577b5d1093bc32fa73544b4cb72205b8287031fcf94e4e470452c10

Observation ddf932e8-e9a3-4100-92ad-531ad499b90a · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Multimodal Tabular Reasoning with Privileged Structured Information Bleu: a method for automatic evaluation of machine translation

Reference 47

Resolution
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no resolver link, observed 2026-08-07T10:54:01.545391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:01.545391Z digest=sha256:d7b9720fd142e6467cabbf611007c8662d6d48b22fc4413b57c57c39af8d077d

Observation 33db90a2-94bf-4b28-8341-b9c7b0d2b712 · outbound

This paper cites Compositional Semantic Parsing on Semi-Structured Tables.

Multimodal Tabular Reasoning with Privileged Structured Information Compositional Semantic Parsing on Semi-Structured Tables

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:01.655376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:01.655376Z digest=sha256:5ecb864aa93c4d535bb59a2f3cd393774423e5a6666009c5e96e3c7bca767d15

Observation 36f8c385-717f-436e-b825-cb85917c1745 · outbound

This paper cites LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.

Multimodal Tabular Reasoning with Privileged Structured Information LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Reference 49

Resolution
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no resolver link, observed 2026-08-07T10:54:01.792749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:01.792749Z digest=sha256:6976295682ae322a451e805351af07d3644f8747711c121f9d8d02872d3930a5

Observation bd03dfe0-d137-4198-9902-4f222f875693 · outbound

This paper cites Qvq: To see the world with wisdom.

Multimodal Tabular Reasoning with Privileged Structured Information Qvq: To see the world with wisdom

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.184671Z

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.

source=pdf_text observed=2026-08-07T10:54:01.924126Z digest=sha256:a35d4043e04af2b2bcff3d2edd90112db0e41f81619073575e310a86ac619422

Observation ee4b3b9b-b971-429a-8ca5-2ab7d8f765d1 · outbound

This paper cites Qwq: Reflect deeply on the boundaries of the unknown.

Multimodal Tabular Reasoning with Privileged Structured Information Qwq: Reflect deeply on the boundaries of the unknown

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.175083Z

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.

source=pdf_text observed=2026-08-07T10:54:02.051417Z digest=sha256:af52ee3dd6b887aa03e2a794f1d59d543ea563a4c001f5f64eb1a8cdf27c31ef

Observation 7f854e60-a4b6-4f8b-898c-13e34a0d978e · outbound

This paper cites Learning transferable visual models from natural language supervision.

Multimodal Tabular Reasoning with Privileged Structured Information Learning transferable visual models from natural language supervision

Reference 52

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no resolver link, observed 2026-08-07T10:54:02.173919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:02.173919Z digest=sha256:be342cc79818cb6c60977a55ea3e6e3e9940914c2173a89f9351dd3638b722c1

Observation 9c3c7728-cd0b-4e15-8a91-1d7a3f32d26d · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

Multimodal Tabular Reasoning with Privileged Structured Information Direct preference optimization: Your language model is secretly a reward model

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:02.269961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:02.269961Z digest=sha256:070bcfa720ed3f8ce31b6ae715fe7d0c0fbead1b8d1c9c9613514f2d9de66c1a

Observation e9e34eba-609e-41d5-bbb2-9d52cc488c4b · outbound

This paper cites Deep learning for table detection and structure recognition: A survey.ACM Computing Surveys, 56(12):1–41, 2024.

Multimodal Tabular Reasoning with Privileged Structured Information Deep learning for table detection and structure recognition: A survey.ACM Computing Surveys, 56(12):1–41, 2024

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.151465Z

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.

source=pdf_text observed=2026-08-07T10:54:02.388733Z digest=sha256:36d321aea7d9589309162bcc6099800e52805aa201311cd4ca9428eb60886775

Observation a95d8091-1a59-4cdd-9ffa-f03f484ddfc7 · outbound

This paper cites Deepdesrt: Deep learning for detection and structure recognition of tables in document images.

Multimodal Tabular Reasoning with Privileged Structured Information Deepdesrt: Deep learning for detection and structure recognition of tables in document images

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.140878Z

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.

source=pdf_text observed=2026-08-07T10:54:02.512770Z digest=sha256:8fb488a01754dc149a24c5e4c52c7044d0ed83cf065d895a8f56083464844ea4

Observation 549537b0-b843-42ca-8f7c-674327be7743 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Multimodal Tabular Reasoning with Privileged Structured Information Proximal Policy Optimization Algorithms

Reference 56

Resolution
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no resolver link, observed 2026-08-07T10:54:02.648028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:02.648028Z digest=sha256:a5df3df41ec3bc4cbdcb080862201eb8d3f310e6f2ca76a96fcc15f562edb9ef

Observation a714a104-996c-4db8-ab22-f5432e362ab5 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Multimodal Tabular Reasoning with Privileged Structured Information DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 57

Resolution
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no resolver link, observed 2026-08-07T10:54:02.749226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:02.749226Z digest=sha256:c515ed5ee0b2971ba568275f525357a4ec26d239666bdfa65afaa49bdcdd97aa

Observation 205184d9-3108-4047-bb78-d63bfbdec772 · outbound

This paper cites Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models.

Multimodal Tabular Reasoning with Privileged Structured Information Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 58

Resolution
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no resolver link, observed 2026-08-07T10:54:02.843028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:02.843028Z digest=sha256:75f04759879ce353f937f7f2f18bd44f70e341d575fca51a388af3e43a04714f

Observation 801b4b48-2457-47af-993b-d568698883b2 · outbound

This paper cites EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records.

Multimodal Tabular Reasoning with Privileged Structured Information EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records

Reference 59

Resolution
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no resolver link, observed 2026-08-07T10:54:02.954346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:02.954346Z digest=sha256:6bcc18c6e8be2105f59ee4b704cf5d4ad1c5c5166b08049c2304bf3c5b102437

Observation d27ff198-105a-4b8d-9d59-b801d398213b · outbound

This paper cites Table understanding: Problem overview.Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 13(1):e1482, 2023.

Multimodal Tabular Reasoning with Privileged Structured Information Table understanding: Problem overview.Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 13(1):e1482, 2023

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.130038Z

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.

source=pdf_text observed=2026-08-07T10:54:03.074141Z digest=sha256:82591b82989d5a9211094940ffa8b38ae16449080cf947a676c807025f96fb54

Observation f419e710-3852-4772-a43b-728c9e814555 · outbound

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

Multimodal Tabular Reasoning with Privileged Structured Information TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:03.155456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:03.155456Z digest=sha256:3a0dece832e8cbb6164dbbfaec501eade69b6481af71ce8757e446dfb08cabd5

Observation 3716b0c5-e25f-428e-9046-68ab9508e9fe · outbound

This paper cites Mitigating visual forgetting via take-along visual conditioning for multi-modal long cot reasoning.

Multimodal Tabular Reasoning with Privileged Structured Information Mitigating visual forgetting via take-along visual conditioning for multi-modal long cot reasoning

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.119322Z

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.

source=pdf_text observed=2026-08-07T10:54:03.237477Z digest=sha256:a7b76d7714e37e8726fd001434ae1026325322bc2c2f161b52009adbbfd67002

Observation 8605d044-82c8-4dca-acc9-b1278ff15d27 · outbound

This paper cites Parrot: Multilingual visual instruction tuning.

Multimodal Tabular Reasoning with Privileged Structured Information Parrot: Multilingual visual instruction tuning

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.109127Z

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.

source=pdf_text observed=2026-08-07T10:54:03.338062Z digest=sha256:f0a987ce5680aa56ad9e62e1d7602ff820317853bcf953a21d2eed55382ba46b

Observation e7c1eee1-0f0b-4830-aa88-2e8521b3f344 · outbound

This paper cites EVA-CLIP: Improved Training Techniques for CLIP at Scale.

Multimodal Tabular Reasoning with Privileged Structured Information EVA-CLIP: Improved Training Techniques for CLIP at Scale

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:03.461229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:03.461229Z digest=sha256:f7f4207575b1b48f76745917561f2ddb3b637317f7c542a0f3e67a1dbbdd824f

Observation 75c507a7-bdca-4705-ac37-e1470f5225c3 · outbound

This paper cites MultiModalQA: Complex Question Answering over Text, Tables and Images.

Multimodal Tabular Reasoning with Privileged Structured Information MultiModalQA: Complex Question Answering over Text, Tables and Images

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:03.564984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:03.564984Z digest=sha256:b1e496a5018006d64ddd9a8e72f9cb73aa544abc6af530d9f55dbc6e70092e4b

Observation a2dbfbbc-f1ce-4e14-993a-30484d797cfe · outbound

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

Multimodal Tabular Reasoning with Privileged Structured Information Gemini: A Family of Highly Capable Multimodal Models

Reference 66

Resolution
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no resolver link, observed 2026-08-07T10:54:03.665840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:03.665840Z digest=sha256:6394349f9c78bb42612bb315053a37d14a8bc5842b18963ec5d89263da908b0d

Observation a0a6a1aa-7b46-41e4-bdd8-0874d95181b1 · outbound

This paper cites Learning using privileged information: similarity control and knowledge transfer.J.

Multimodal Tabular Reasoning with Privileged Structured Information Learning using privileged information: similarity control and knowledge transfer.J

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.099162Z

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.

source=pdf_text observed=2026-08-07T10:54:03.817762Z digest=sha256:859016a61f65edaade17c19fa1fa99ac521e9026df2224126fffc2d778db685e

Observation d77a62ad-5866-4f22-b023-fe9d5e3dde4b · outbound

This paper cites A new learning paradigm: Learning using privileged information.Neural networks, 22(5-6):544–557, 2009.

Multimodal Tabular Reasoning with Privileged Structured Information A new learning paradigm: Learning using privileged information.Neural networks, 22(5-6):544–557, 2009

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:03.927709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:03.927709Z digest=sha256:b0f50f42ca0fb7191642c19afecaa6205df6a0b47bc9da14d136f48482bde23f

Observation 2b79951a-8cd3-4d50-9c75-bc1944d964e8 · outbound

This paper cites Omniparser: A unified framework for text spotting key information extraction and table recognition.

Multimodal Tabular Reasoning with Privileged Structured Information Omniparser: A unified framework for text spotting key information extraction and table recognition

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.084176Z

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.

source=pdf_text observed=2026-08-07T10:54:04.076306Z digest=sha256:ee4219a4a2698be339d256fdbf1fd96c0eca05052629dda591e35bbd398f95ed

Observation 7e72a020-e874-49f4-83b4-a4d6fd2c1cfb · outbound

This paper cites Tuta: Tree-based transformers for generally structured table pre-training.

Multimodal Tabular Reasoning with Privileged Structured Information Tuta: Tree-based transformers for generally structured table pre-training

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.074667Z

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.

source=pdf_text observed=2026-08-07T10:54:04.192370Z digest=sha256:ae7156dad83442ac1e294fddbee9d241b360cf21f49d4e9d3e5913dbf58f81ff

Observation e0af6820-22c6-491a-bcd9-27c6a2940a93 · outbound

This paper cites Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.

Multimodal Tabular Reasoning with Privileged Structured Information Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:04.230353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.230353Z digest=sha256:ddb721f0f48d65442468a95d2ce50f5c8fff4234d04655a90bb5cfa7f3906395

Observation 8c936cd7-590a-4e9f-960d-bb4313e3b937 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Multimodal Tabular Reasoning with Privileged Structured Information Chain-of-thought prompting elicits reasoning in large language models

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:04.253500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.253500Z digest=sha256:401893e14940316ea86023ca45921af9024a11fb485c7c038f3ee00314c1c66e

Observation 70f07726-4a5d-4f30-a1b0-40b1465d7281 · outbound

This paper cites Qwen2.5 Technical Report.

Multimodal Tabular Reasoning with Privileged Structured Information Qwen2.5 Technical Report

Reference 73

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source=pdf_text observed=2026-08-07T10:54:04.263132Z digest=sha256:4b2efac2fc222d5d6fe142c120a6ff5f74e16938eaa513d8f33262d1c2ff27a4

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

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

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

Reference 74

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source=pdf_text observed=2026-08-07T10:54:04.266974Z digest=sha256:51d8e6ba89aaa1f00ccb978a37be2bf4961fbdd49f1078225c8943b66692b4d5

Observation 72d3a090-2899-4280-bd29-c6a7abe8c8e8 · outbound

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

Multimodal Tabular Reasoning with Privileged Structured Information MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 75

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source=pdf_text observed=2026-08-07T10:54:04.273188Z digest=sha256:b029ae78198ae50004373b6e4a81ef383ca861485baff5642ede388d7ad575bd

Observation 9a5f4434-bad8-4f99-8d3f-0a3099cb907e · outbound

This paper cites A closer look at deep learning on tabular data.arXiv preprint arXiv:2407.00956, 2024.

Multimodal Tabular Reasoning with Privileged Structured Information A closer look at deep learning on tabular data.arXiv preprint arXiv:2407.00956, 2024

Reference 76

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no resolver link, observed 2026-08-07T10:54:04.282100Z

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source=pdf_text observed=2026-08-07T10:54:04.282100Z digest=sha256:9e653c87ffa5708574a50fd7793045937bcf825b7964ddc4833eaa70ef44cc1b

Observation 94077094-3742-4bd2-b6fc-163e6eda19ca · outbound

This paper cites A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities.

Multimodal Tabular Reasoning with Privileged Structured Information A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 77

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no resolver link, observed 2026-08-07T10:54:04.289892Z

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source=pdf_text observed=2026-08-07T10:54:04.289892Z digest=sha256:b653c8b3ec4dbb639f3a78a963692f49748a65b653105dadd0ce32de05ffcb4b

Observation 8f536ced-0f78-4483-8801-2ec4dbfaf149 · outbound

This paper cites Revisiting nearest neighbor for tabular data: A deep tabular baseline two decades later.

Multimodal Tabular Reasoning with Privileged Structured Information Revisiting nearest neighbor for tabular data: A deep tabular baseline two decades later

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.060328Z

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.

source=pdf_text observed=2026-08-07T10:54:04.298346Z digest=sha256:5effe7b06cdd8fc0c43948d619b7471571246d2ff40cc43893d0a3484fb72a03

Observation 97c6af9c-b86f-493f-b377-6325a3d9bb0d · outbound

This paper cites Large language models are versatile decomposers: Decomposing evidence and questions for table-based rea- soning.

Multimodal Tabular Reasoning with Privileged Structured Information Large language models are versatile decomposers: Decomposing evidence and questions for table-based rea- soning

Reference 79

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source=pdf_text observed=2026-08-07T10:54:04.304978Z digest=sha256:88bf1ba03129279ada0f1276b18e75f5ab66a438c541232ac6e89c5315dbc7e2

Observation 221f6f29-51b2-4940-937b-d28d3560e040 · outbound

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

Multimodal Tabular Reasoning with Privileged Structured Information Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 80

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no resolver link, observed 2026-08-07T10:54:04.312817Z

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source=pdf_text observed=2026-08-07T10:54:04.312817Z digest=sha256:4e90e7317be7b4c74193bfa5c6833a13d42ed56be03b3024adc3035dbc1fbfa9

Observation aa843766-f5c4-47af-a00e-5576945e9817 · outbound

This paper cites Sigmoid loss for language image pre-training.

Multimodal Tabular Reasoning with Privileged Structured Information Sigmoid loss for language image pre-training

Reference 81

Resolution
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source=pdf_text observed=2026-08-07T10:54:04.321430Z digest=sha256:fe8fd7b3be1905c196e6895d4b5e0b90e45e13d40fa0f291d6d56b13bde43393

Observation d40c7873-6a40-4599-95d8-4b27ffec6104 · outbound

This paper cites Mavis: Mathematical visual instruction tuning.arXiv e-prints, pages arXiv–2407, 2024.

Multimodal Tabular Reasoning with Privileged Structured Information Mavis: Mathematical visual instruction tuning.arXiv e-prints, pages arXiv–2407, 2024

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.034870Z

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.

source=pdf_text observed=2026-08-07T10:54:04.329040Z digest=sha256:e8a365bc9c6b63632d9e74edf04d911ec37ae388e2c1151bb6c78cdb29343db6

Observation 8be113aa-1a9d-4432-b6f7-6e2f68b05dc3 · outbound

This paper cites A survey of table reasoning with large language models.Frontiers of Computer Science, 19(9):199348, 2025.

Multimodal Tabular Reasoning with Privileged Structured Information A survey of table reasoning with large language models.Frontiers of Computer Science, 19(9):199348, 2025

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.025372Z

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.

source=pdf_text observed=2026-08-07T10:54:04.335639Z digest=sha256:30faf50311f0ee94e6c35ef90cfde3973090c1bd76cd1c7ec5ebc84611f6d971

Observation f01794c7-7ee7-4dc7-81b7-49fa1e3a424d · outbound

This paper cites Tabpedia: Towards comprehensive visual table understanding 13 with concept synergy.

Multimodal Tabular Reasoning with Privileged Structured Information Tabpedia: Towards comprehensive visual table understanding 13 with concept synergy

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.015546Z

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.

source=pdf_text observed=2026-08-07T10:54:04.344883Z digest=sha256:55ddc7df5cdba27f39e39afd0d1354e5e48984c411a48fad0e2918058ad90939

Observation 2e88c8f5-a642-4c0a-a8be-4e25df60c5df · outbound

This paper cites Openrt: an open-source framework for reasoning over tabular data.

Multimodal Tabular Reasoning with Privileged Structured Information Openrt: an open-source framework for reasoning over tabular data

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:06.006071Z

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.

source=pdf_text observed=2026-08-07T10:54:04.353209Z digest=sha256:f57cba85db8c7c68a98276fdb0fefff03449fc0ac32354207bd73f63346299a2

Observation e48c694e-2c13-43ed-8759-d9e04c6bb4f7 · outbound

This paper cites Multimodal table understanding.

Multimodal Tabular Reasoning with Privileged Structured Information Multimodal table understanding

Reference 86

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no resolver link, observed 2026-08-07T10:54:04.359937Z

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source=pdf_text observed=2026-08-07T10:54:04.359937Z digest=sha256:e7ef03407765ffb6aab1b1c246b4fcecab74d93a1b8793cc66ebbe5369e48110

Observation 823ff99b-d30f-428c-a927-75cc380a145b · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Multimodal Tabular Reasoning with Privileged Structured Information MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:04.366510Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T10:54:04.366510Z digest=sha256:04a4b98ef206fb6e5f72c057f7938e77050294b06567069781060abe8b4916b4

Observation 71d4399c-d649-4fb5-b8d3-a6806c7a874f · outbound

This paper cites TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance.

Multimodal Tabular Reasoning with Privileged Structured Information TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:04.372553Z

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source=pdf_text observed=2026-08-07T10:54:04.372553Z digest=sha256:87c1974cc8479a7eaf166a214bc62131c7dbc7c29eef8c12253f177ce210293b

Observation 39a12f03-00e7-47d5-95d5-e9b39261c0f6 · outbound

This paper cites Tat-llm: A specialized language model for discrete reasoning over financial tabular and textual data.

Multimodal Tabular Reasoning with Privileged Structured Information Tat-llm: A specialized language model for discrete reasoning over financial tabular and textual data

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:05.988973Z

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.

source=pdf_text observed=2026-08-07T10:54:04.378906Z digest=sha256:27779756876825c658c5af52b0a3443d9dbf613859c2144f75c6d1dcaf06133d

Observation 7179220f-55f2-4148-8769-29cf8ba2092d · outbound

This paper cites optimum moisture content\.

Multimodal Tabular Reasoning with Privileged Structured Information optimum moisture content\

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:54:05.979524Z

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.

source=pdf_text observed=2026-08-07T10:54:04.387121Z digest=sha256:13ae211e64947b003f1c773a7304c703812869acc1f5f1703f9a30c15a8d57bc

Pith citing papers

Observation 9efd305c-9966-4c44-8704-9ab1cdce17f9 · inbound

Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance cites this paper.

Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance Multimodal Tabular Reasoning with Privileged Structured Information

Reference 18

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unresolved
no resolver link, observed 2026-08-03T05:02:42.510199Z

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source=arxiv_source observed=2026-08-03T05:02:42.510199Z digest=sha256:d13acfb8d8ce2743ce8f3b869fa67658939439ecaa3f94e712dae1463dc5033e