Andrew McCallum

Optimizing Semantic Coherence in Topic Models

David Mimno, Hanna Wallach, Edmund M. Talley et al. · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2011 · 1.2K citations · Full text

Computing, Computer Science, Computational Linguistics +13

Topics over time

Xuerui Wang, Andrew McCallum · 2006 · 1.1K citations

Computing, Computer Science, Data Science +13

Efficient clustering of high-dimensional data sets with application to reference matching

Andrew McCallum, Kamal Nigam, Lyle Ungar · 2000 · 1.1K citations

Computing, Computer Science, Data Science +13

Learning to extract symbolic knowledge from the World Wide Web

Mark Craven, Dan DiPasquo, Dayne Freitag et al. · 1998 · 680 citations

Computing, Computer Science, Information Retrieval +16

Learning to construct knowledge bases from the World Wide Web

Mark Craven, Dan DiPasquo, Dayne Freitag et al. · Artificial Intelligence · 2000 · 472 citations

Management, Computer Science, Information Systems +14