conftrace_

tabular datum

226 papers

Explore in graph

Co-occurring keywords

large language model (13587) question answering (2963) code generation (746) table question answering (121) table understanding (132) representation learning (6206) synthetic data generation (590) few-shot learning (3398) zero-shot learning (3650) neural network (6616)

Papers

Tab2Text - A framework for deep learning with tabular data EMNLP 2024
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024
BERTground: A Transformer-Based Model of Background Spectra on the ISS-Based NICER Space Telescope AAAI 2024
Visualization Recommendation with Prompt-based Reprogramming of Large Language Models ACL 2024
Do causal predictors generalize better to new domains? NIPS 2024
WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NIPS 2024
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NIPS 2024
How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset COLING 2024
Rethinking Tabular Data Understanding with Large Language Models NAACL 2024
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization EMNLP 2024
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection NIPS 2024
Retrieval & Fine-Tuning for In-Context Tabular Models NIPS 2024
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data NIPS 2024
XTab: Cross-table Pretraining for Tabular Transformers ICML 2023
High dimensional, tabular deep learning with an auxiliary knowledge graph NIPS 2023
TabDDPM: Modelling Tabular Data with Diffusion Models ICML 2023
Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings NIPS 2023
When Do Neural Nets Outperform Boosted Trees on Tabular Data? NIPS 2023
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data AAAI 2023
Learning Representations without Compositional Assumptions ICML 2023
Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context ACL 2023
Diverse Community Data for Benchmarking Data Privacy Algorithms NIPS 2023
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023
OpenFE: Automated Feature Generation with Expert-level Performance ICML 2023
MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields EMNLP 2023