Paper Citation Record · LEDGER

TableGPT2: A Large Multimodal Model with Tabular Data Integration

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2411.02059.

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

pith.paper-citation-record.v1
2411.02059 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:08:10.168350Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cd2023f6-1d86-4e75-982c-1a8fd6574534 · inbound

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering cites this paper.

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T10:09:45.203352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b3a5e4f-c510-46aa-892c-90776783d379 · inbound

FullStack Bench: Evaluating LLMs as Full Stack Coders cites this paper.

FullStack Bench: Evaluating LLMs as Full Stack Coders TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T05:20:05.454496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd3cd1d4-a812-4b73-b0da-3683d09814b1 · inbound

DataLab: A Unified Platform for LLM-Powered Business Intelligence cites this paper.

DataLab: A Unified Platform for LLM-Powered Business Intelligence TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T23:49:05.068638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e356140-73ad-462b-a639-f74d9c7650fb · inbound

Evaluating and Aligning CodeLLMs on Human Preference cites this paper.

Evaluating and Aligning CodeLLMs on Human Preference TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T20:53:15.305084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ba6728-7df0-4b30-a88b-224fe1c6a927 · inbound

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

Does Table Source Matter? Benchmarking and Improving Multimodal Scientific Table Understanding and Reasoning TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T16:34:40.440365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af3be644-c0c9-4540-bfd3-a6aa1b03d07f · inbound

Rethinking Table Instruction Tuning cites this paper.

Rethinking Table Instruction Tuning TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T14:59:58.543109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 042ffa3b-2aee-400f-8e7a-8be85550af0d · inbound

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects cites this paper.

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T14:56:30.909708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68980f3f-f440-4dab-a922-599858ec497d · inbound

Zero-Shot Decision Tree Construction via Large Language Models cites this paper.

Zero-Shot Decision Tree Construction via Large Language Models TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T13:39:50.801231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84bc50f-3376-4380-9b72-59260c21d1c3 · inbound

CoddLLM: Empowering Large Language Models for Data Analytics cites this paper.

CoddLLM: Empowering Large Language Models for Data Analytics TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T19:30:38.568058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 626ce1b7-e22d-4121-af29-5344dc056282 · inbound

Griffin: Towards a Graph-Centric Relational Database Foundation Model cites this paper.

Griffin: Towards a Graph-Centric Relational Database Foundation Model TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T23:08:10.168350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Multimodal Tabular Reasoning with Privileged Structured Information cites this paper.

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.

Observation 8c323538-ee50-4296-9ba5-97473bca09ff · inbound

Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models cites this paper.

Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:45.412474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 794b2ab7-43e2-47bb-80f0-83534dfd3a17 · inbound

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner cites this paper.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.638594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf2d175-1d2b-4802-868a-b97e70998156 · inbound

TReB: A Comprehensive Benchmark for Evaluating Table Reasoning Capabilities of Large Language Models cites this paper.

TReB: A Comprehensive Benchmark for Evaluating Table Reasoning Capabilities of Large Language Models TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:03.333517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d70a8907-08b1-4094-abbb-82692e3d32cb · inbound

LLM4Hint: Leveraging Large Language Models for Hint Recommendation in Offline Query Optimization cites this paper.

LLM4Hint: Leveraging Large Language Models for Hint Recommendation in Offline Query Optimization TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T20:16:03.928165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 139d1d4c-88a9-4e1f-a35b-d09d3e809837 · inbound

Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering cites this paper.

Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T17:43:53.884678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff98b8a-ed77-40a7-94b8-bdfbd2da7bbd · inbound

MRT at IberLEF-2025 PRESTA Task: Maximizing Recovery from Tables with Multiple Steps cites this paper.

MRT at IberLEF-2025 PRESTA Task: Maximizing Recovery from Tables with Multiple Steps TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:36:52.274316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0468101c-b92c-4af7-b7e2-3dc0dedfd032 · inbound

SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs cites this paper.

SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:59.456594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a6340c3-009c-4a74-a149-3e50282c6250 · inbound

IFEvalCode: Controlled Code Generation cites this paper.

IFEvalCode: Controlled Code Generation TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T11:44:34.069005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9981d427-935c-412d-a650-04b1794bcbc2 · inbound

TableZoomer: A Collaborative Agent Framework for Large-scale Table Question Answering cites this paper.

TableZoomer: A Collaborative Agent Framework for Large-scale Table Question Answering TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T12:43:34.102906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e1238f-582e-4a82-8140-d7c6c257f014 · inbound

TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning cites this paper.

TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T23:56:52.600044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b3788f0-0793-4588-96fa-e3fc3d62a133 · inbound

MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining cites this paper.

MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:11:42.775039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 46f8aa50-a9c2-4de7-9595-a1ee76a3b83c · inbound

Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning cites this paper.

Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T15:35:33.221526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2c7439d7-65b7-4808-8391-fa78042d5572 · inbound

A Multi-Agent Approach for Claim Verification from Tabular Data Documents cites this paper.

A Multi-Agent Approach for Claim Verification from Tabular Data Documents TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:36:36.659420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f76b0985-0806-41be-af7e-5e08839f9d6f · inbound

RedParrot: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching cites this paper.

RedParrot: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T15:20:08.220204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2ca8e584-c544-4534-bc29-7e38d9f1b3d0 · inbound

The Power of Order: Fooling LLMs with Adversarial Table Permutations cites this paper.

The Power of Order: Fooling LLMs with Adversarial Table Permutations TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:36:06.343470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4dbfff7f-7e36-4436-b611-ed936d56635f · inbound

The Power of Order: Fooling LLMs with Adversarial Table Permutations cites this paper.

The Power of Order: Fooling LLMs with Adversarial Table Permutations TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:26:16.619185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 432bb007-a962-4ea4-9dc5-2df2736b2a37 · inbound

Efficient Table QA via TableGrid Navigation and Progressive Inference Prompting cites this paper.

Efficient Table QA via TableGrid Navigation and Progressive Inference Prompting TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:14:03.197217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80cd3c3c-e589-43ce-96da-c8077de94e1d · inbound

Format-Constraint Coupling in Knowledge Graph Construction from Statistical Tables cites this paper.

Format-Constraint Coupling in Knowledge Graph Construction from Statistical Tables TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:44:41.978882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 366ab853-da90-41d8-981d-6898e67dc9a3 · inbound

Synthetic Contrastive Reasoning for Multi-Table Q&A cites this paper.

Synthetic Contrastive Reasoning for Multi-Table Q&A TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T08:26:48.156507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 246937a4-d6bc-418d-ae6e-84a1f657a0c5 · inbound

TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders cites this paper.

TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:07:30.416192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3112295d-b637-4e4c-927d-f88412773401 · inbound

TABVERSE: Benchmarking Cross-Format Table Understanding in LLMs and VLMs cites this paper.

TABVERSE: Benchmarking Cross-Format Table Understanding in LLMs and VLMs TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:07:30.633304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3ad5d628-bf7c-4e3d-9ec1-6ffa643daa90 · inbound

MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning cites this paper.

MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:57:56.181680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fdf73d5a-0aa2-47db-b9ed-f25ddcfd762e · inbound

Data Analysis in the Wild: Benchmarking Large Language Models Against Real-World Data Complexities cites this paper.

Data Analysis in the Wild: Benchmarking Large Language Models Against Real-World Data Complexities TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-08T04:34:31.166695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.