Archives: Publications

Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning

MegAnno: Exploratory Labeling for NLP in Computational Notebooks

Low-resource Interactive Active Labeling for Fine-tuning Language Models

Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models?

Summarizing Community-based Question-Answer Pairs

Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text

Beyond Opinion Mining: Summarizing Opinions of Customer Review

Machop: an End-to-End Generalized Entity Matching Framework

Self-Contained Utterance Description Corpus for Japanese Dialog

Minun: Evaluating Counterfactual Explanations for Entity Matching