109 citations · 229 across the 10 of their papers we have counts for
3 papers · 1 filter
Challenges for Toxic Comment Classification: An In-Depth Error Analysis
Betty van Aken, Julian Risch, Ralf Krestel +1
Toxic comment classification has become an active research field with many recently proposed approaches. However, while these approaches address some of the task's challenges other…
Crowd-Labeling Fashion Reviews with Quality Control
Iurii Chernushenko, Felix A. Gers, Alexander Löser +1
We present a new methodology for high-quality labeling in the fashion domain with crowd workers instead of experts. We focus on the Aspect-Based Sentiment Analysis task. Our method…
IDEL: In-Database Entity Linking with Neural Embeddings
Torsten Kilias, Alexander Löser, Felix A. Gers +3
We present a novel architecture, In-Database Entity Linking (IDEL), in which we integrate the analytics-optimized RDBMS MonetDB with neural text mining abilities. Our system design…