TabMT: Generating tabular data with masked transformers

11 December 2023

Papers citing "TabMT: Generating tabular data with masked transformers"

18 / 18 papers shown

Title
Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation Wei Zhou Bolei Ma Annemarie Friedrich Mohsen Mesgar LMTD ELM 137 0 0 08 Oct 2025
Privacy-Preserving Tabular Synthetic Data Generation Using TabularARGN Andrey Sidorenko P. Tiwald 140 1 0 08 Aug 2025
$Democratizing Tabular Data Access with an Open$\unicode{x2013}$Source Synthetic$\unicode{x2013}$Data SDK$ Democratizing Tabular Data Access with an Open $\unicode{x2013}$ Source Synthetic $\unicode{x2013}$ Data SDK Ivona Krchova Mariana Vargas-Vieyra Mario Scriminaci Andrey Sidorenko 70 0 0 01 Aug 2025
Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models Zheyu Zhang Shuo Yang Bardh Prenkaj Gjergji Kasneci LMTD 186 6 0 24 Jul 2025
Large Language Models are Good Relational LearnersAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Fang Wu Vijay Prakash Dwivedi Jure Leskovec 230 3 0 06 Jun 2025
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection Liancheng Fang Aiwei Liu Henry Peng Zou Yankai Chen Hengrui Zhang Zhongfen Deng Philip S. Yu 194 2 0 30 May 2025
Graph-Conditional Flow Matching for Relational Data Generation Davide Scassola Sebastiano Saccani Luca Bortolussi 225 1 0 21 May 2025
A Comprehensive Survey of Synthetic Tabular Data Generation Ruxue Shi Yili Wang Mengnan Du Xu Shen Yi Chang Xin Wang 661 10 0 23 Apr 2025
Diffusion Transformers for Tabular Data Time Series GenerationInternational Conference on Learning Representations (ICLR), 2025 Fabrizio Garuti E. Sangineto Simone Luetto L. Forni Rita Cucchiara 400 3 0 10 Apr 2025
MaskSDM with Shapley values to improve flexibility, robustness, and explainability in species distribution modeling Robin Zbinden Nina Van Tiel Gencer Sumbul Chiara Vanalli B. Kellenberger D. Tuia 170 3 0 17 Mar 2025
A Generalized Theory of Mixup for Structure-Preserving Synthetic DataInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Chungpa Lee Jongho Im Joseph H.T. Kim 252 0 0 03 Mar 2025
TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Liancheng Fang Aiwei Liu Hengrui Zhang Henry Peng Zou Weizhi Zhang Philip S. Yu LMTD 198 3 0 23 Feb 2025
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap ClassAAAI Conference on Artificial Intelligence (AAAI), 2024 Annie D'souza Swetha M Sunita Sarawagi 296 8 0 20 Feb 2025
TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic Data P. Tiwald Ivona Krchova Andrey Sidorenko Mariana Vargas-Vieyra Mario Scriminaci Michael Platzer 389 10 0 21 Jan 2025
NRGBoost: Energy-Based Generative Boosted TreesInternational Conference on Learning Representations (ICLR), 2024 João Bravo 318 0 0 04 Oct 2024
Unmasking Trees for Tabular Data Calvin McCarter 352 4 0 08 Jul 2024
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data Yaobin Ling Xiaoqian Jiang Yejin Kim SyDa 400 9 0 15 Jun 2024
iTBLS: A Dataset of Interactive Conversations Over Tabular Information Anirudh S. Sundar Christopher Richardson William Gay Larry Heck LMTD 309 3 0 19 Apr 2024