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

no code implementations • NAACL (DaSH) 2021 • Peter Griggs, Cagatay Demiralp, Sajjadur Rahman

From tweets to product reviews, text is ubiquitous on the web and often contains valuable information for both enterprises and consumers.

Ruler: Data Programming by Demonstration for Document Labeling

no code implementations • Findings of the Association for Computational Linguistics 2020 • Sara Evensen, Chang Ge, Cagatay Demiralp

Data programming aims to reduce the cost of curating training data by encoding domain knowledge as labeling functions over source data.

Enhancing Review Comprehension with Domain-Specific Commonsense

no code implementations • 6 Apr 2020 • Aaron Traylor, Chen Chen, Behzad Golshan, Xiaolan Wang, Yuliang Li, Yoshihiko Suhara, Jinfeng Li, Cagatay Demiralp, Wang-Chiew Tan

In this paper, we introduce xSense, an effective system for review comprehension using domain-specific commonsense knowledge bases (xSense KBs).

Aspect Extraction Knowledge Distillation +3