Dan Roth
Oracle (United States)(US)California University of Pennsylvania(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Machine Learning and Algorithms, Semantic Web and Ontologies, Multimodal Machine Learning Applications
Most-Cited Works
- → Design challenges and misconceptions in named entity recognition(2009)1,482 cited
- → Learning question classifiers(2002)1,270 cited
- → Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey(2023)1,100 cited
- → Learning to detect objects in images via a sparse, part-based representation(2004)848 cited
- → Emotions from text(2005)789 cited
- → Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models(2022)548 cited
- → Learning a Sparse Representation for Object Detection