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Paper Citation Record · LEDGER

Multimodal Tabular Reasoning with Privileged Structured Information

As of 10 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 2026-08-10T06:31:04.303077+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=sha256:36375dba7dadf40cd134b014b7a3407663f27b5ffa8c893d39fb32314008bbad

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:ddc21861268ffb71ff92b48ed4e58ca9126f3852d28f6bafe7f0a5094e7e5342

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=sha256:17676ec434dd6ba4ce466dc4b47a52321f0e5e254b79af218099b48c51611897

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:c9714c4af41bed5fbebdc051e721b8e6cbe1fce4a1209bb8e0dfe50b1d1b1862

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=sha256:795c942d1ce6b7d0659ea52eb525226c5cc0bc881bf3946bdbb7cf14f5066125

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=sha256:59eaadc6f59cbc3cfcc400e1f6f41c064f364c6d176105a288b7e9efcaa1fcdf

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=sha256:2e4490f3dd138ba42ea2ef926b6aa610b6abacc20cb3693132527f7a5652a4d9

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=sha256:298ca711b6fdb9d90044fb9077872149115c06c1e48f0cbc1c419b33f64d0756

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:d03e7e89716c6fbe2c112b3a4da718d02fb858b8f8e7739dbae0ffae7cc107cb

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:db8e57339a4d25fd09738fee5f8977bd2befa1b4e8a6533e8cea5db3fa1f715a

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:f01c914f183d158da5026177d53a0e3e8b526baddb9b0c8cc3729b1da905301a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:53:58.507904Z digest=sha256:d16fbc4cbfc91f79410b2475ef268a68a8463749f996e6f17ef1b91721fca97c

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=sha256:9c3f7315c0c7aa36e094df393528a157bc844d28bf0eec90ae3724f233dbd209

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:d77c07487b28c1214a8aa1f69671c69ec85b7ede9ed68fae712c5427ec6d5a54

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=sha256:012c8bc8556a76456ad225737b807bae0e328cbb12dd1fa5b03a5be7ba7ace1f

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=sha256:5f38eb76fcfda366299cef1ff4a9c4d6cd747a3927b3714eb4aa38a27c6aafd5

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=sha256:38d2b0f5d7b63d92bd1c57e10de7d30d6dce140303a0d38b1b8280933985a928

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=sha256:46ec3b5c4a52386249423d78ce379d6bca29931745ef577dc819b7871bae5ae6

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=sha256:9d45130c8730812be2ba0c7abace3997699b864f97cefee6f1945b16957f9b75

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:abba53e1e9a2bd2cf32aa73ccae3978f04cfdfdca554040f728d1867c43d1939

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=sha256:70cd89c0d25c9d273b260ad1cb661b7f17a082bcee9da2375fd4e3a5500b877d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:53:59.283861Z digest=sha256:69f549f04c6ce62ba722bdd91dbfe1cb2dedb8fdabf6cad5d9bc6af9fdeda954

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=sha256:93f2007cff2cbf1c295390041cd8929424100143805d71a803b48094a7b90399

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=sha256:59aa16ae6adac19857dc072fffbcf8888258e48833b2e1aa5d382c501cce5d7c

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=sha256:7374e85adf14b1c4ff3f90fe00a5cb9d61ff170f4d016c1dfd5910abd3139743

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:c58626795eaa35c653c0b8c9ef80610999be6c33312134191ef9bcb0269be8b5

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=sha256:7c3730a20d156ab461368f5cc085cf466bbca3b134fc232a5154f5cd0e0663ac

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:53:59.779525Z digest=sha256:605780614c1b35596b2c4b33cfffb6d963fd5b1d80d87fc2ff121b9e65a60296

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:53:59.864281Z digest=sha256:642c971d027caaf740b721f18576b467be05b7e59412d90c5dcb98ddbf8806fb

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=sha256:22838dcbc1e2812947ea5b4e3e4821c7e99bb3fac48015de0081c6d2fa662d3d

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=sha256:6fdb137620cd09b575eae1f5418279f2e3d1ae86ca17706cb029e6a75bf2cecb

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=sha256:4c22fb01d03de1ea028e4b45b98dccee0838a8198570bba403eefe57c4e0843a

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:e7dd77011dcbb69eed79354f2847360f0f704aea1fec765d0066219017322b69

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=sha256:2ffdf6533dfef6b87038e2b14d517742fefad82a9f87a3008d5bb63d57f124de

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=sha256:5a2bd1d8b77a7530f722b55a7d4954cd372f72b20d589cf743a538eb00d38d39

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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source=pdf_text observed=2026-08-07T10:54:00.418094Z digest=sha256:7657dbfa97b213359163bb1853b9e84f00fffd7a0a80efdebc887ff8a97b7f7d

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:f61e981374a2a391148f8f4bc1cdf931264e98da02c2a75eae4a7675d0719920

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

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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=sha256:5eadad643a6f9d5b5df91c8e9d41785ab6640f5fd223e677c0c4b8f17640df31

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:a17d73b1e540058d15b0112f29f567aae4d39dd2d15672db56476aa45f0cf0b4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:00.753331Z digest=sha256:6eedbdff9905012b8cce40c830c9d92b042e968516de642b381807f78ad47d6e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:00.851906Z digest=sha256:692722b5dcd159288feeb3ffae20e8f2c01fce10e4b494102cd3d874460d3881

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:00.968862Z digest=sha256:5706912abb87745c24e8045ad73a2d2298fdfef0f7f6d47f3998d2537927365b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:01.093758Z digest=sha256:9737af25be24976b82fd99d173c2f85116da6119f45b2391406691437f80ad48

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:01.221596Z digest=sha256:67981fa7832e78e4b7c6b04a465d39b80faa43e573d84a7b852ee91e73425a47

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:d82cd24ab40e27132f30b52e7de800916c8e6c8feb2e47029c21b6432034c307

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:01.438076Z digest=sha256:869c98882342cf981f3595bc08ad31bfe04db5a4c719b406d46ca692fd2bd68d

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=sha256:58a6b6f0b420e43c963a7d350566acfd3702ad2055e30db77d0d60fe3e9d2ded

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:cb328a8b95961519b6ff133781f18fe45216372b2271631307dc27ffc56bdadd

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=sha256:2f3a6092d626ddc1644be4544f19fefcf8afd3f0615abf67553b695d0a8c0647

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:01.924126Z digest=sha256:9bbd5c9725b3dafc0c1193c0531590ccac09b1b16b549a150b6ac1c379883797

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:02.051417Z digest=sha256:a86ca1b6308b0679c16a765d1ea7aa1e0eef2344b4365594476e3604385537a6

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=sha256:8e1f05bd275a658e9f5fa11133e45858f9ded2e1fa328ca786b8733e4aa605e8

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:bd419acaaa362249b1e8481c171f018b668e67eadf89a05a90d97368e324cc87

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:02.388733Z digest=sha256:d783f292438c7cecde761ab34dfdce7ae85dfc642a961e2d4baa29c95f929e35

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:02.512770Z digest=sha256:6aa736ad5dd06b8082528591e6ed995537d868090a2884dc8c3a65594eb87909

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=sha256:8cd5f53aea50b4ed200ec86c74397b9fd5b807b75bb5bf587ccbf583044c2f54

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

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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:c1a7570ab41a58358c44659ff7f304d76d0eb77718ca473be0fd5b6a28a240d7

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=sha256:47bcdea18950d404b647cf54de08a694bed167c2a4ac90aaeb8c409036ea5769

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=sha256:6c5018fb231b6d5847949c77654bf5be4fbe9b8b69a0680a8f9c6fe8f1429ac2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:03.074141Z digest=sha256:1391d0e429588a6c659788d99a412bafa2c22aa8416bde4b79f9a7c0c64e58a4

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
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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:f85e4a3418c435b56e1570bbdb159b8984a28a99907301256ef74a14f9b8e4ad

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:03.237477Z digest=sha256:e96d5857a318795464706b0b45ed7b3591095642e7ce12efedb51f89ca9ce87c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:03.338062Z digest=sha256:fca16f9daba7c43413880f6ddc45449e2881c2950052ce6ed0d749f78795f241

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
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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=sha256:46fb57e2efaf3e9b777b8e5dc7b4a7e79fb1538ae8b2414c4db05ea4f9cc4a80

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

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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=sha256:202fe91eed660ee6a3f1e9b17c28bddf49808060438bd1d278de17863b6a8f50

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:dabf44a8e0db565dcc1f6ff48e8b83fe6a6379d89a2961559616571afe13cdaf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:03.817762Z digest=sha256:2173691facc494c32f14eab402b8935895063e7f9202e8eb13dd9c40facfe876

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=sha256:47ec2cc4fe7869a4501a07830eeec0d3fadf2815475187ec8538939846fa1b4b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.076306Z digest=sha256:5dc464dcb4f6893bfa88349caee2273ea3164fb0df7ae42e60a1ea4d95aa9a25

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.192370Z digest=sha256:be98553abdbed3977388352940d4d40f02f4ba71b3955f7a828f75134748d5a3

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=sha256:2922b74abadb8593a9046ae7d591a75e899cdf7199b50d6560225c09326e67dd

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

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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:bf7b27e6b1da3a9b2a53af011b869ba237d54412e09bac8cdc4c1de51d2a9f78

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:e126ce7d3c18786cf97fd568adbae44b15d900a890148304ed442c66b2c1f7e3

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:e6c13e274aa8017bf2a616b75b9b77c89c2cb66bfdb32a53d703a2ecc2788540

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:d32c8e43e240ebf25a03e481332eafc25fa31981b8a35b91c8c88d86e2b59612

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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source=pdf_text observed=2026-08-07T10:54:04.282100Z digest=sha256:0ca0727f16fa05a8dcf12ad4fbd08750935ddeed45677eabb11c8064ef9e5ea5

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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source=pdf_text observed=2026-08-07T10:54:04.289892Z digest=sha256:48ff9ad35e5224d63058a2135e7520353f8e0067941b8b06bdb3bc1d9749d24d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.298346Z digest=sha256:49a2b550547cb377f29d4a19ebd602208cb7845d2b2052f397840adeeae8ac3f

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:a9c9bb7e31ba35ad9e3ab4b23358bc6f51195a32c6f0d04901b310c5f5da8f8b

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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source=pdf_text observed=2026-08-07T10:54:04.312817Z digest=sha256:07bade8380e431f6c7c15b33f01c53f26f1b20cc206619b829a0d01017cb1f14

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

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source=pdf_text observed=2026-08-07T10:54:04.321430Z digest=sha256:5e89128aa56aa44bf9e7f6b2295b5e5200401e550aab92df319cbfacdf6e98de

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.329040Z digest=sha256:88518159dbe14835a2cf9213d07dcc4944df867e0e4faf9052f455c5baedd88e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.335639Z digest=sha256:6b939701a1ff7b2c961251477ccbe5e337ad746336e3c319cc3009517ff55021

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.344883Z digest=sha256:42de1e36516eafd277212199685d885761f49372119722c9dc69774e6437c58a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.353209Z digest=sha256:a89565920af18f6d59dd39f9660750adaa1870e299d74c7a62fec4101f468935

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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source=pdf_text observed=2026-08-07T10:54:04.359937Z digest=sha256:888f71f962f94ef2cc025e703354a1972bdc33d28fdede615a825e178ab150df

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

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source=pdf_text observed=2026-08-07T10:54:04.366510Z digest=sha256:8180b5610237d1685dfddf0d26f0a7d77f0b08247a697a24e81833f290d89912

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=sha256:5b09d6e9ecca151c166752dbcfa1d2691e9fbfc4b4762cedad63deca2b949dab

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.378906Z digest=sha256:24b5b83c9f77794522ca8f902da57e9a91067911d8988081c3ebc776d91c7523

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T10:54:04.387121Z digest=sha256:c6c31ae55f455ba1b7d3c981d05641d826245bc6178fd5e79e4f3ac4965bbea0

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:dcf5506ff2af86eecb9f448a0f797b7245b7cd73b5937eb259a9f5e56af38df5