Andrew McCallum
University of Massachusetts Amherst(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Web Data Mining and Analysis, Semantic Web and Ontologies, Advanced Text Analysis Techniques
Most-Cited Works
- Optimizing Semantic Coherence in Topic Models(2011)
- → Topics over time(2006)1,125 cited
- → Efficient clustering of high-dimensional data sets with application to reference matching(2000)1,088 cited
- Learning to extract symbolic knowledge from the World Wide Web(1998)
- → Learning to construct knowledge bases from the World Wide Web(2000)470 cited
- → Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email(2007)444 cited
- → Efficient methods for topic model inference on streaming document collections(2009)421 cited
- Topic and role discovery in social networks(2005)
- → Ask the GRU(2016)282 cited
- → Expertise modeling for matching papers with reviewers(2007)261 cited