Research Directions in Enterprise Knowledge Management
Deep Learning for Efficient Discriminative Parsing
MCMC Inference Inside the DB for Extraction, Resolution, Alignment, Provenance and Queries
Toward Text-to-Picture Synthesis
Structured Prediction for Natural Language Processing
Advanced Natural Language Processing
Open Information Extraction at Web Scale
Machine Reading at Web Scale
Structured Output Prediction with Structural SVMs
Probabilistic Graphical Models and Structured Prediction