most citedSemantic Classification of Tabular Datasets via Character-Level Convolutional Neural Networks

6 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2019★ 6 cited

Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural Networks

Paul Azunre, Craig Corcoran, Numa Dhamani +6

A character-level convolutional neural network (CNN) motivated by applications in "automated machine learning" (AutoML) is proposed to semantically classify columns in tabular data…

cs.AI2018★ 2 cited

Abstractive Tabular Dataset Summarization via Knowledge Base Semantic Embeddings

Paul Azunre, Craig Corcoran, David Sullivan +4

This paper describes an abstractive summarization method for tabular data which employs a knowledge base semantic embedding to generate the summary. Assuming the dataset contains d…