Paper Citation Record · LEDGER

Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2402.17944.

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

pith.paper-citation-record.v1
2402.17944 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 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 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:28:52.184799Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

22
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cc902cb3-1583-4cab-8506-b2cc0c453642 · inbound

Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms cites this paper.

Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-23T06:12:38.157088Z

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 88d53d9a-68e3-4d94-a20c-796ddcaefb33 · inbound

SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models cites this paper.

SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:28:52.184799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b38d4591-7e49-425b-a51d-2738c9c898a2 · inbound

Realistic Evaluation of TabPFN v2 in Open Environments cites this paper.

Realistic Evaluation of TabPFN v2 in Open Environments Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:13.954155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c45f68f6-f738-48ef-967a-cea814fc92aa · inbound

Joint Relational Database Generation via Graph-Conditional Diffusion Models cites this paper.

Joint Relational Database Generation via Graph-Conditional Diffusion Models Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:14:53.337207Z

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 5e25b817-7668-42fd-8a37-4c4c0c4d5e52 · inbound

MMTABREAL: Real-World Benchmark for Multimodal Table Understanding cites this paper.

MMTABREAL: Real-World Benchmark for Multimodal Table Understanding Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:18.149363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ab65fa-164d-45b7-a65b-cf2ad72e55f3 · inbound

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data cites this paper.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:26:12.008026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c63c5e1-b91e-4884-9344-0835111c1527 · 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 Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T17:43:53.677611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e09fbca-c037-41d8-adc7-1dacfdf7bcc9 · inbound

Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs cites this paper.

Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:05.390282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b809c49-63d7-471e-ac6f-383a5956bbe3 · inbound

Multimodal Behavioral Patterns Analysis with Eye-Tracking and LLM-Based Reasoning cites this paper.

Multimodal Behavioral Patterns Analysis with Eye-Tracking and LLM-Based Reasoning Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:05.751975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68d9ea9e-a397-4390-80b6-f6522da62e47 · inbound

AraTable: Benchmarking LLMs' Reasoning and Understanding of Arabic Tabular Data cites this paper.

AraTable: Benchmarking LLMs' Reasoning and Understanding of Arabic Tabular Data Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:37.774974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da62299-e355-4fa2-8063-400ff6da9b6f · inbound

Watermarking Large Language Model-based Time Series Forecasting cites this paper.

Watermarking Large Language Model-based Time Series Forecasting Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T13:21:26.091201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc85907-f78e-4c08-8251-13f8d2e38311 · inbound

Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges cites this paper.

Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T10:20:37.454189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35948124-f490-4c3d-9c93-b5fcf4c23183 · inbound

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning cites this paper.

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:47.737895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cec3039-297b-4183-b484-8ea270eb1f59 · inbound

Agentic LLMs for Question Answering over Tabular Data cites this paper.

Agentic LLMs for Question Answering over Tabular Data Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T19:30:43.846224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6676d230-8fab-4485-8e69-e44d5bc6029e · inbound

Limited Reference, Reliable Generation: A Two-Component Framework for Tabular Data Generation in Low-Data Regimes cites this paper.

Limited Reference, Reliable Generation: A Two-Component Framework for Tabular Data Generation in Low-Data Regimes Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T18:28:33.121962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6f83c19-4945-4f1a-9c39-a0d5289479bb · inbound

Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation cites this paper.

Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T09:21:10.741397Z

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 f5db4447-69e5-40b3-8a7b-50668b5ad1a9 · inbound

MetaRank: Task-Aware Metric Selection for Model Transferability Estimation cites this paper.

MetaRank: Task-Aware Metric Selection for Model Transferability Estimation Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:19.862819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b310d61b-6d3d-4631-88a8-1af31a1b2c0c · inbound

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data cites this paper.

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T08:15:17.429054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47405904-e072-4476-9b18-0b8eda1e0459 · inbound

Orthogonal Hierarchical Decomposition for Structure-Aware Table Understanding with Large Language Models cites this paper.

Orthogonal Hierarchical Decomposition for Structure-Aware Table Understanding with Large Language Models Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T05:31:31.948184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b21114c-a3c3-4a5c-a5cd-ec6353e4079e · inbound

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks cites this paper.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T17:46:41.087443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc4e20fd-384b-4b35-ab44-9c497e216d96 · inbound

ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering cites this paper.

ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:10:58.148403Z

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 9ad0bda4-ec93-4427-9633-d74ef5592648 · inbound

Beyond Statistical Co-occurrence: Unlocking Intrinsic Semantics for Tabular Data Clustering cites this paper.

Beyond Statistical Co-occurrence: Unlocking Intrinsic Semantics for Tabular Data Clustering Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:45:57.395468Z

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 cc42d362-d9ce-49c8-be16-43b6a9a4f479 · inbound

Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation cites this paper.

Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:36:17.086569Z

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 6dd70e72-9e57-4655-b843-cbf719e13626 · inbound

TACO: Task-Aware Column Description Generation Using LLMs cites this paper.

TACO: Task-Aware Column Description Generation Using LLMs Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:49:37.645121Z

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 481ceae3-0f00-4f20-8b41-27d0a9650a47 · inbound

Beyond IID: How General Are Tabular Foundation Models, Really? cites this paper.

Beyond IID: How General Are Tabular Foundation Models, Really? Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 124

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:04:21.348560Z

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 95629986-4197-4703-8c2b-9f9f3ab169b4 · inbound

An LLM-Based Automatic Sportscast Solution for Robot Soccer Matches cites this paper.

An LLM-Based Automatic Sportscast Solution for Robot Soccer Matches Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T01:01:33.455493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e931aeb-1b18-469a-84f6-97a0e3f86e9b · inbound

Large Language Models as Unified Multimodal Learners for Clinical Prediction cites this paper.

Large Language Models as Unified Multimodal Learners for Clinical Prediction Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-01T23:34:15.967911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.