Concepedia

Andrew McCallum

AM

Statistics

Publications

190

Citations

47.2K

H-Index

76

Active since

1995

Affiliations

University of Massachusetts Amherst(Current)

Google (United States)

Carnegie Mellon University

Andrew McCallum is an author at University of Massachusetts Amherst specializing in computer science, computing, and natural language processing.

Publications per year

1995–2022

190

Publications

190

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

John Lafferty, Andrew McCallum, Fernando C. N. Pereira · Scholarly Commons (University of Pennsylvania) · 2001 · 13K citations · Full text

, , +12

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

, , +6

A comparison of event models for naive bayes text classification

Andrew McCallum, Kamal Nigam · 1998 · 3.2K citations

, , +16

Maximum Entropy Markov Models for Information Extraction and Segmentation

Andrew McCallum, Dayne Freitag, Fernando C. N. Pereira · 2000 · 1.3K citations

, , +11

Early results for named entity recognition with conditional random fields, feature induction and web-enhanced lexicons

Andrew McCallum, Wei Li · 2003 · 1.2K citations · Full text

, , +15

1–5 of 190