My general research interests include natural language processing, machine learning and information retrieval. I’ve worked on a variety of problems over the years, including information extraction, semantic role labeling, email spam filtering, keyword extraction and search & ad relevance. My recent work focuses on continuous representations and neural network models, with applications in knowledge base embedding, semantic parsing and question answering.