Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:54:04.387121Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:54:04.387121Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T05:02:42.510199Z
A source-named dated measurement, never combined with another source.
Source: cited_works
90 of 90 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 440a5058-4bd6-40fb-a929-ff93993205e4 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 105ff3a8-ef3e-4ec1-9e2b-f4ad8c8edd49 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Doc- former: End-to-end transformer for document understanding
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d043d1f-aefd-4df3-9f8a-17befeeaa10b · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Qwen2.5-VL Technical Report
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c890e269-bcd3-4da2-bba9-2f81a79b9aa5 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b506d804-9269-4510-a9e7-1b9b200dc51f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0b567c0-d686-448d-b26b-b0ecb74eebba · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03b13aaf-5e33-48ba-83a6-1d2b000cdb2a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e96f58ca-4545-4f5e-8d57-d5b2db0560d6 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Open Question Answering over Tables and Text
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0c9605c-8469-4e62-b452-1e4553f350fb · outbound
Multimodal Tabular Reasoning with Privileged Structured Information TabFact: A Large-scale Dataset for Table-based Fact Verification
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45ddcca0-e0e1-42db-851c-3dcc54e4859c · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 489977d3-d658-45d4-9539-b1c469bf9cd0 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 183807f0-18f0-4b32-9724-76e7f1fde9a8 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition
Reference 12
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.
Observation dfd5b691-7c21-4d56-9a6a-1b5a29e75347 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7230daf-f345-4b9d-b741-b488e840823a · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Tables as texts or images: Evaluating the table reasoning ability of llms and mllms
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a753cdd-3532-44be-95df-ccb80e06f456 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfe7478d-1672-4ab9-b39b-a3d2e9c34a67 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 571f5654-e954-4b8c-aeb2-2456940e7102 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Fast Large Language Model Collaborative Decoding via Speculation
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 254ade63-179a-4005-a274-1007f1abc12c · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Table detection using deep learning
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ce59417-ff97-47b0-b054-fb151f787bfe · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Xylayoutlm: Towards layout-aware multimodal networks for visually-rich document understanding
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d37cdcb-510a-47ac-b0e2-438c5866721c · outbound
Multimodal Tabular Reasoning with Privileged Structured Information DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e5b393c-95b4-44a1-8b11-cd619c3751bb · outbound
Multimodal Tabular Reasoning with Privileged Structured Information MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78fded4a-12a7-44fd-9482-cc066d605afb · outbound
Multimodal Tabular Reasoning with Privileged Structured Information INFOTABS: Inference on Tables as Semi-structured Data
Reference 22
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.
Observation e5307d8b-a6a2-489c-9938-5d137a88d8e5 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Right for the right reason: Evidence extraction for trustworthy tabular reasoning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7103012f-06cc-4de8-81b3-e3cbfba2717a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 772dc45b-f4de-4491-8d6a-83056bdc76a6 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information TAPAS: Weakly Supervised Table Parsing via Pre-training
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbba7eba-da91-406d-9aa6-a22af5a43bc1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd56f003-3a0e-4c4c-942c-90e0b90ec36f · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Representation Learning for Tabular Data: A Comprehensive Survey
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca3cdd79-bcf0-404d-813d-28d6ac643470 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Tabular insights, visual impacts: transferring expertise from tables to images
Reference 28
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.
Observation 527ae878-a706-4e8c-8257-310f586b6fec · outbound
Multimodal Tabular Reasoning with Privileged Structured Information A survey on table question an- swering: recent advances
Reference 29
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.
Observation becc2c97-4015-4431-a148-35d5bfb3a5ab · outbound
Multimodal Tabular Reasoning with Privileged Structured Information OCR-free Document Understanding Transformer
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bf598d3-5d6c-4cf8-82c1-009119d5b73a · outbound
Multimodal Tabular Reasoning with Privileged Structured Information TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table Domains
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85fa5402-da57-4315-8b91-43fa9b8457b6 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aaa386e7-8cd1-43a1-970d-c799357cdc65 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Tablebank: Table benchmark for image-based table detection and recognition
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ba1c23e-fffb-4fb5-9433-54f639b14977 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f620fb6f-2892-480d-a00a-bdc688f1d888 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Visual instruction tuning.Advances in neural information processing systems, 36, 2024
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4a4a72c-816d-45e7-b9d2-b1ec3ccf1678 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a92d515b-72e2-4cec-8cd1-bac104578510 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f10de56-a0b1-4c17-ae11-78cfbcbc2cd5 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e591ffba-6bbc-4c1d-97ef-c3745c0836c4 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Ovis: Structural Embedding Alignment for Multimodal Large Language Model
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d599de1d-a759-4b94-babe-10d75c29b1d3 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Ocr-vqa: Visual question answering by reading text in images
Reference 40
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.
Observation a760fda4-dc0f-40e9-a709-2f86737c44dd · outbound
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
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.
Observation 26c74a66-1f44-4338-ae0a-c1f946ae9766 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Tableformer: Table structure understanding with transformers
Reference 42
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.
Observation b42b582f-bf40-4fc7-adae-8022c4773743 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Gpt-4o: Hello gpt-4o
Reference 43
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.
Observation eec88782-2e35-4429-81f2-bcb642518a03 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Learning to reason with llms
Reference 44
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.
Observation cdb66b94-f1b6-421c-a062-a041e1d755ba · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af683bc5-7743-480e-b308-97dca33fb71f · outbound
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
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.
Observation ddf932e8-e9a3-4100-92ad-531ad499b90a · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Bleu: a method for automatic evaluation of machine translation
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33db90a2-94bf-4b28-8341-b9c7b0d2b712 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Compositional Semantic Parsing on Semi-Structured Tables
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36f8c385-717f-436e-b825-cb85917c1745 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd03dfe0-d137-4198-9902-4f222f875693 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Qvq: To see the world with wisdom
Reference 50
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.
Observation ee4b3b9b-b971-429a-8ca5-2ab7d8f765d1 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Qwq: Reflect deeply on the boundaries of the unknown
Reference 51
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.
Observation 7f854e60-a4b6-4f8b-898c-13e34a0d978e · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Learning transferable visual models from natural language supervision
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c3c7728-cd0b-4e15-8a91-1d7a3f32d26d · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Direct preference optimization: Your language model is secretly a reward model
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9e34eba-609e-41d5-bbb2-9d52cc488c4b · outbound
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
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.
Observation a95d8091-1a59-4cdd-9ffa-f03f484ddfc7 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Deepdesrt: Deep learning for detection and structure recognition of tables in document images
Reference 55
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.
Observation 549537b0-b843-42ca-8f7c-674327be7743 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Proximal Policy Optimization Algorithms
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a714a104-996c-4db8-ab22-f5432e362ab5 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 205184d9-3108-4047-bb78-d63bfbdec772 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 801b4b48-2457-47af-993b-d568698883b2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d27ff198-105a-4b8d-9d59-b801d398213b · outbound
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
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.
Observation f419e710-3852-4772-a43b-728c9e814555 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information TableGPT2: A Large Multimodal Model with Tabular Data Integration
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3716b0c5-e25f-428e-9046-68ab9508e9fe · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Mitigating visual forgetting via take-along visual conditioning for multi-modal long cot reasoning
Reference 62
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.
Observation 8605d044-82c8-4dca-acc9-b1278ff15d27 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Parrot: Multilingual visual instruction tuning
Reference 63
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.
Observation e7c1eee1-0f0b-4830-aa88-2e8521b3f344 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information EVA-CLIP: Improved Training Techniques for CLIP at Scale
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75c507a7-bdca-4705-ac37-e1470f5225c3 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information MultiModalQA: Complex Question Answering over Text, Tables and Images
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2dbfbbc-f1ce-4e14-993a-30484d797cfe · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Gemini: A Family of Highly Capable Multimodal Models
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0a6a1aa-7b46-41e4-bdd8-0874d95181b1 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Learning using privileged information: similarity control and knowledge transfer.J
Reference 67
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.
Observation d77a62ad-5866-4f22-b023-fe9d5e3dde4b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b79951a-8cd3-4d50-9c75-bc1944d964e8 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Omniparser: A unified framework for text spotting key information extraction and table recognition
Reference 69
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.
Observation 7e72a020-e874-49f4-83b4-a4d6fd2c1cfb · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Tuta: Tree-based transformers for generally structured table pre-training
Reference 70
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.
Observation e0af6820-22c6-491a-bcd9-27c6a2940a93 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c936cd7-590a-4e9f-960d-bb4313e3b937 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Chain-of-thought prompting elicits reasoning in large language models
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70f07726-4a5d-4f30-a1b0-40b1465d7281 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Qwen2.5 Technical Report
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41197102-aa27-4c50-9918-7d30aed722c6 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72d3a090-2899-4280-bd29-c6a7abe8c8e8 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a5f4434-bad8-4f99-8d3f-0a3099cb907e · outbound
Multimodal Tabular Reasoning with Privileged Structured Information A closer look at deep learning on tabular data.arXiv preprint arXiv:2407.00956, 2024
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94077094-3742-4bd2-b6fc-163e6eda19ca · outbound
Multimodal Tabular Reasoning with Privileged Structured Information A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities
Reference 77
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f536ced-0f78-4483-8801-2ec4dbfaf149 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Revisiting nearest neighbor for tabular data: A deep tabular baseline two decades later
Reference 78
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.
Observation 97c6af9c-b86f-493f-b377-6325a3d9bb0d · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Large language models are versatile decomposers: Decomposing evidence and questions for table-based rea- soning
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 221f6f29-51b2-4940-937b-d28d3560e040 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi
Reference 80
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa843766-f5c4-47af-a00e-5576945e9817 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Sigmoid loss for language image pre-training
Reference 81
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d40c7873-6a40-4599-95d8-4b27ffec6104 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Mavis: Mathematical visual instruction tuning.arXiv e-prints, pages arXiv–2407, 2024
Reference 82
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.
Observation 8be113aa-1a9d-4432-b6f7-6e2f68b05dc3 · outbound
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
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.
Observation f01794c7-7ee7-4dc7-81b7-49fa1e3a424d · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Tabpedia: Towards comprehensive visual table understanding 13 with concept synergy
Reference 84
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.
Observation 2e88c8f5-a642-4c0a-a8be-4e25df60c5df · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Openrt: an open-source framework for reasoning over tabular data
Reference 85
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.
Observation e48c694e-2c13-43ed-8759-d9e04c6bb4f7 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Multimodal table understanding
Reference 86
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 823ff99b-d30f-428c-a927-75cc380a145b · outbound
Multimodal Tabular Reasoning with Privileged Structured Information MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 87
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71d4399c-d649-4fb5-b8d3-a6806c7a874f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39a12f03-00e7-47d5-95d5-e9b39261c0f6 · outbound
Multimodal Tabular Reasoning with Privileged Structured Information Tat-llm: A specialized language model for discrete reasoning over financial tabular and textual data
Reference 89
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.
Observation 7179220f-55f2-4148-8769-29cf8ba2092d · outbound
Multimodal Tabular Reasoning with Privileged Structured Information optimum moisture content\
Reference 90
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.
Observation 9efd305c-9966-4c44-8704-9ab1cdce17f9 · inbound
Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance Multimodal Tabular Reasoning with Privileged Structured Information
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.