tabular data

HyTrel: Hypergraph-enhanced Tabular Data Representation Learning NeurIPS 2023 Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality (Extended Abstract) IJCAI 2023 Language Models are Weak Learners NeurIPS 2023 Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering NeurIPS 2023 Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering ICLR 2023 Learning Multimodal Data Augmentation in Feature Space ICLR 2023 Learning Representations without Compositional Assumptions ICML 2023 MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields EMNLP 2023 On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data NeurIPS 2023 On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NeurIPS 2023 OpenFE: Automated Feature Generation with Expert-level Performance ICML 2023 OpenRT: An Open-source Framework for Reasoning Over Tabular Data ACL 2023 Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue ACML 2023 QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023 RECAL: Sample-Relation Guided Confidence Calibration over Tabular Data EMNLP 2023 Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark NeurIPS 2023 Sparse tree-based Initialization for Neural Networks ICLR 2023 STaSy: Score-based Tabular data Synthesis ICLR 2023 STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables ICLR 2023 Synthcity: a benchmark framework for diverse use cases of tabular synthetic data NeurIPS 2023 TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing ICLR 2023 Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023 Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023 Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports ACL 2023 TabDDPM: Modelling Tabular Data with Diffusion Models ICML 2023