Pith. sign in

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:57.595635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:57.595635Z digest=sha256:368b1f175bfafccd1b8c36df37408c8b78826d680432ee6faefffaa9e7b987db

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:57.667026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:57.667026Z digest=sha256:b39046226d039379aacdf07dfe4531b7fd787cbc4250539fc8f117d22db8f8da

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:57.763430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:57.763430Z digest=sha256:91887f30d4b465e9ab73d6a48fbbcbf51aa80f1c69aa33fcb0e269856d99eb2e

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:57.843334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:57.843334Z digest=sha256:da55472be9123a9a4bb1416019542fac7e3f05ec95e4153bd0575e22f52ed25e

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:57.911073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:57.911073Z digest=sha256:344b4bd5cfc41ad572d4d502769510ac469f2b0affe921051dffcd77e3d509d6

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:57.986591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:57.986591Z digest=sha256:479070331784753b7d211e3c60aee909e9ca06792ebab821616f6aaffa6aa3aa

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.065377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.065377Z digest=sha256:aa42c514efa2df64ee050fc85b9cc3bd7c56c1089fd2c5d1801eaf1e554d8351

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.141868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.141868Z digest=sha256:8e1b58b5a347813ef00a7091417ffcb0df5f9f6461b2538e335ebadae65eed8c

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.222007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.222007Z digest=sha256:2553ae77e25069bed5a27f5bf1157c095825dadf76b9c6acffb8239a64291d9a

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.317973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.317973Z digest=sha256:d5e682b6f3f84b2a1b28ad5a414cb53a8035ef33618a270484199ebb0dfa39ab

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.414787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.414787Z digest=sha256:32f627f0f96ac4e5b65418f88a8b0e9fee6985459fbb5d4472d1c2634495ea52

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

Resolution
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=sha256:07c7f3e68998643cb0ebc3a52cd0c10edf8857ebf2cb276efc3a916a16606f04

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.576067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.576067Z digest=sha256:90dc01eae4a25c522d3171aefd3a68fba2ef3c804853d5450142a76bc1262388

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.679977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.679977Z digest=sha256:865694a4435494b99723db1a5cb3c757103b74e2a45f0a62a416f0cde7b00406

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.776766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.776766Z digest=sha256:32d8624369fc7e3cf2bc5abb3d78f7b14c00f9e6ccc07981501b3de720fac8a1

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.839998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.839998Z digest=sha256:c5936ae0dfe55875c9c418c1d600c2ef2953c2f66359b707d2411c103c365344

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.892122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.892122Z digest=sha256:a0d270133490e57a536c9a6f34eb38f3d9c9938546660e359dd70c6a4940337f

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:58.957629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:58.957629Z digest=sha256:5e696a7c9cac27d274649900d7ab4110073807862ec66c8812ddaa4129c7970f

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.035657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.035657Z digest=sha256:624f58fad83153c6d48b429fd6172d58f12d0b12f28e72c8b9be4d7781e84f02

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.116425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.116425Z digest=sha256:4bee1fa65e6855af040ae35ff3149280abb48b59dbb496d3905da6c86c3d3236

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.200727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.200727Z digest=sha256:13c4abc17791e05c3cfeaeee6d744f2c1c0973fef289362c649ea315fb6be5f0

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

Resolution
verified exact
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=sha256:0ea1f0f3af0486eee719b2be68888f5f6955cc7728bdd234a52d7541b91516c2

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.353603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.353603Z digest=sha256:a28843b9a40c8ca26fd30c6a9c1c0ca01f1470421f6cf8ac43f421b3d44f5fb2

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.434940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.434940Z digest=sha256:9dd113508e1e9d3ad513992c6aa461ead41c5c70fe1149a05f4d5cda62069617

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.543879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.543879Z digest=sha256:5241322f0d64e6da037d7ef687c8840393e86027fa103686dcf4bbe11e7c8c7e

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.623137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.623137Z digest=sha256:be23bbee53287ba28b9b5ebdd5184bf48f6f82dc4f8dbf22b63b15a2e433106a

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.708442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.708442Z digest=sha256:6ac580ef07fc14ef91ccba5cb422af29feb72207f0e897125970ebfbd04bcf03

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

Resolution
verified fuzzy
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=sha256:7e9b957be691cb4c5020b02888a5abf0bb65ed46682cec15cd68c4f35ff79d27

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

Resolution
verified fuzzy
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=sha256:9d081491a7d37646f5ef61fe5dd55b9e890b947e1affe40f394240733c0bcf9e

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:53:59.939057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:53:59.939057Z digest=sha256:2eee05f1658e80c53d29480e505c6e0d5db9c1aa280e2831e29e87b579c05fa1

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:00.037855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.037855Z digest=sha256:dfd11ff9e2f5acaa9cb56648a228eab344202ca221a3ca274beeaf55e5b1f116

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:00.086532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.086532Z digest=sha256:b4f7f029d79c77315fbc68b8f2a5aad1002bb2ca3d5eba4667b3b1c49deeeee3

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:00.190876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.190876Z digest=sha256:ac07f162b69fc65da919ad4ed1d5110d19832e7d797fa07173461f321e835460

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:00.272737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.272737Z digest=sha256:fecc925323e16fac97f01471352d15af94c38644b78d0ed2c3a0a4a4b5fc562e

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:00.349594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.349594Z digest=sha256:d43309510ecfa7e3de5222196f50609dedb1b721671f2a5b9e4b4eccbf5d4452

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

Resolution
unresolved
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:daa201d7023a701de07673e027c3ccf0e02f6f6708956f70df6ce12fce889866

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:00.514347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:00.514347Z digest=sha256:229eb20f5b61c6e876f5c552b8372c728fa2afb55a6792e03a5c22a81919e426

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
unresolved
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:b68372fb2299b1fc2c8605c613c35558f80ddff5001a8293c34ad256fa33111f

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
unresolved
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=sha256:7ae520ccbcbca8dddfce71f2077669f4d9b859b6bb13040b131eacc7fecaf8c3

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:b306bd1b713e0c4fdc35dd4a8d202a723b51d0661345f99d4f65aa36423b3e87

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:adbd7e870f1d768202fb9af88012d9d4ba0606647362e3e0e3ed1fb278d429ee

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=sha256:2e4b140cd6f5bcb5483ad0e437eda2e992ed14403d72fe8003a4653f66d0ba61

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=sha256:50cba81249d931e1cab1e430bdc4cce836bdfa13e9c9a9382fc22b0c1a42c566

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:fc32dfeab4452ec9d8c91086e71fd921cdfb3752e64de3f2b0e1440bfe12730b

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

Resolution
unresolved
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:af7314ee45e6be73927921f37beb74001e82e7575aed7737201852d83ba6d36b

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=sha256:47d75d790da228b3568251610497a029cd3cf2e510c7ec020ad1bc0a8308633e

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
unresolved
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:a857ef16171c285586fc22cded120a3037e1bdb8d4f5909a0e13a24ca43fb37b

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=sha256:131c99739afb0c37e5d798364ee707c33e2f96785d3afac23a8f89142e6a449e

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
unresolved
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:a661b0426a3bd646f9c0fded80cbb6c0642aa998ea39b2948f94a31982a496d8

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=sha256:915cc273b8888572a48f94693c141d06c7cd2c42e7fb26bf95ce667952043698

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=sha256:4d0c436a9c69a153f3605eb39d0e9dc9d2c67581fba111f73d03790854a088c5

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

Resolution
unresolved
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:aa5865a6b8c9ccb8d3ee561105b27b2d2f49b8f81b473d3f8bacd41d29871a5c

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=sha256:08395134c09e00e5b31cb9e540af4e1944007b07855eaaeffb86740c37689ca7

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=sha256:53bc25e2ed4a3f59611dfb06ee5c3cd5243f2f5fe68aa8b64cc0f1d7916e228a

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:ca135079af7f3e1ecc78d73e01fd51cf22d825ec03b830eddf27fa1ae7118007

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
unresolved
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:cdc3aa528f473a79a4e926adb0a38966d038b4af29d8391ae95eaed4b40b936a

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
unresolved
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=sha256:333cc0b5f37fba91d0ada1f162827955af436ca09ac43aaf5be79084d5f34c3f

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
unresolved
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=sha256:3f768ef7fb652aeab6948bd8b8ecd663884ff2ea510f05e6e6565f320d6c6eb1

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
unresolved
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=sha256:30824f42029b0181b5b5e891b757ef0604c9ab57657b649e860ef234c279e33c

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=sha256:96f9beee2406e665bedd49d03eebb0e00244758d3847b4f45631cac83c8695d8

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=sha256:055a36088ea1fd24335894076811ca0f125354080228482aae182f65e9da14ad

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=sha256:1facff747ef1308a4136555ccd7c8518f3cd0e022211bc83c157ec8f7845035c

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=sha256:0129eb341591d970e9392be01f768cb8c0d30a10e834a179e1b7813f5123132e

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=sha256:1b1f72ae89e4fad28acefaaac6e585a0ab0b0add35829036ecfcac943b597624

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:b61e70d930c194ba4f94648ec44d1af6b50a14ca1051209ed88dd279b9bc0525

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
unresolved
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=sha256:6af48d948ed445e19ce1a03bb7dde83509a9ac245f36345ae0fba674eea7590f

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:ed4eb924936ecb59e6c294668acebf65efc8255247550b92327e52657889bac9

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:fe86e731216851b3b90b5e0938c3fd9173041cabf2fc57dd4c71faa7d71e52dc

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:b8bf3835595e03915da61559e5ea0af273ddb61363c57b513d99c4aaaefc5cb6

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=sha256:87a2e5e3c608e60f5257f9e2f6a6a8de4b040234b4cad8582144da2b21629230

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:d9e2cfe8fd9bdd3a7f03ee4c8c057cd3471d9527ff7d9158c6421ff67ed635d1

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:aaccdfc3f228d410d680ec9abfc52c3bae871312e24bb14e2edc111acb892b0e

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:04.263132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.263132Z digest=sha256:a57b5e83fd02dec21c007fabe41c83a0b95505e73329127bfa3cfbe62b2fb2e1

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.266974Z digest=sha256:65878ed59a04141cdb571c7f047e1f459b8a7087c22d360f5ee5fcec4e8491e2

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:04.273188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.273188Z digest=sha256:f0126a3f925a6f9feabfe2c1d99a730ed626f19912a691666ff973d05a963b14

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.282100Z digest=sha256:d6953c747fb80f4b11fd158c76a16a88bb4dbd87e93870044a02951c73a80b42

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.289892Z digest=sha256:ef3c4116121611fe68368b99603f48a8a8b842ee01061671320721193518e6be

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=sha256:58ed8c19094393256d3053ea9b2f83d082d5732b04abcf1481fed9b565cbab62

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

Resolution
unresolved
no resolver link, observed 2026-08-07T10:54:04.304978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.304978Z digest=sha256:4c154084f86a53df609fe0226a7823e7a082172aab59b3ebcfd68f2502f9b29a

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.312817Z digest=sha256:dbb902c9810e7f30a071b241a96ca05d1be01e12a023290be9cea865faaf9f47

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
unresolved
no resolver link, observed 2026-08-07T10:54:04.321430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.321430Z digest=sha256:827ed3251e3d2d08900224c3621d0503ede3c83dcef902fa1b0bb56b26ca11f4

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=sha256:0679d0d369df526f5826fe73484fd5275593d641cf6a4cb1693c9bef7c7c1932

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=sha256:294318fe04c54d765b738dab948d574be6b4dd5dbcd0003c837258e0c3fae018

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:def36dd419deef57bf30d6985acd0e9c01102af3a30b06781e9674541cc4cdf5

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:cbe9656014f9b853d090276b8065542c150e3ef0c4645c6295e39412b738f47b

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.359937Z digest=sha256:b6c2daef62330cce09a563fedff8185e8da2f15e1924d7364a1cdbc3ee0ff2a0

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.366510Z digest=sha256:ae4073e0a6db86aad9f3717348b6d0949f1a5142409d1a4dc307e8497024b36f

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:54:04.372553Z digest=sha256:81a84c243d4d59cc990f1330be070eaa25e957b89092a6ea97ed3faaa67d977b

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=sha256:02ea8ba0e9e6330cbf00dff162eb74b6735d12308d522e2b8e33e337fb5a7064

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=sha256:9c90ccedcfcc67c240706640033fc927fd6928035c4b31cbbfe20d0572dd0326

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T05:02:42.510199Z digest=sha256:b2db2c9d5eb5cf761abf90c04a2648d64234b89cce14362509f53cdce6099a3a