Archives: Publications

Deep Entity Matching with Pre-Trained Language Models

Data Augmentation for ML-driven Data Preparation and Integration

NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews

Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond

Adaptive Rule Discovery for Labeling Text Data

Towards integrated, interactive, and extensible text data analytics with LEAM

Deep Entity Matching: Challenges and Opportunities

Leam: An Interactive System for In-situ Visual Text Analysis

You May Like This Hotel Because …: Identifying Evidence for Explainable Recommendations

SubjQA: A Dataset for Subjectivity and Review Comprehension