John Blitzer

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Text and Document Classification Technologies, Multimodal Machine Learning Applications

Most-Cited Works

• → A theory of learning from different domains(2009)3,384 cited
• Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification(2007)
• → Analysis of Representations for Domain Adaptation(2007)1,998 cited
• Distance Metric Learning for Large Margin Nearest Neighbor Classification(2005)
• → Domain adaptation with structural correspondence learning(2006)1,557 cited
• Learning Bounds for Domain Adaptation(2007)
• Co-Training for Domain Adaptation(2011)
• → MEAD - A Platform for Multidocument Multilingual Text Summarization(2004)347 cited
• → Evaluation challenges in large-scale document summarization(2003)153 cited
• Domain Adaptation with Coupled Subspaces(2011)