Concepedia

Andrew McCallum

AM

Statistics

Publications

54

Citations

9.6K

H-Index

35

Active since

1998

Affiliations

University of Massachusetts Amherst(Current)

Carnegie Mellon University

Google (United States)

Andrew McCallum is an author at University of Massachusetts Amherst specializing in engineering, data science, and information retrieval.

Top concepts

EngineeringData ScienceText MiningInformation RetrievalKnowledge DiscoveryNatural Language ProcessingCorpus LinguisticsData MiningComputational LinguisticsLanguage

Publications per year

1998–2023

54

Publications

54

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

Topics over time

Xuerui Wang, Andrew McCallum · 2006 · 1.1K citations

Engineering, Corpus Linguistics, Journalism +18

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

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

Cluster Computing, Engineering, High-dimensional Data Sets +20

Learning to extract symbolic knowledge from the World Wide Web

Mark Craven, Dan DiPasquo, Dayne Freitag et al. · 1998 · 676 citations

Learning to construct knowledge bases from the World Wide Web

Mark Craven, Dan DiPasquo, Dayne Freitag et al. · Artificial Intelligence · 2000 · 469 citations

Natural Language Processing, Knowledge Base, Engineering +11

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