conftrace_

tabular data generation

10 papers

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Co-occurring keywords

large language model (13587) synthetic datum (765) dependency graph (26) tabular datum (226) normalizing flow (354) generative model (2892) mutual information (724) conditional flow matching (6) gradient-boosted tree (2) mixed-type datum (7)

Papers

TTVAE: Transformer-Based Generative Modeling for Tabular Data Generation (Abstract Reprint) AAAI 2026
SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation ACL 2026
TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation ACL 2025
Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models EMNLP 2025
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025
Towards Universal Debiasing for Language Models-based Tabular Data Generation EMNLP 2025
AIGT: AI Generative Table Based on Prompt COLING 2025
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees AISTATS 2024
Deep Learning with Requirements in the Real World IJCAI 2024
Differentially Private Normalizing Flows for Synthetic Tabular Data Generation AAAI 2022