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Researcher · University of Massachusetts Amherst · United States

Andrew McCallum

Andrew McCallum publishes mostly in Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Natural Language Processing Techniques and Multimodal Machine Learning Applications.

ORCID 0000-0003-2843-6992 OpenAlex
World rank
#50,204
of 1,633,909 ranked researchers
Rank in United States
#23,085
of 358,040
Works
36
Citations
554
Citations per work
15.4

What does Andrew McCallum research?

Artificial Intelligence: 49.1%Information Systems: 18.2%Computer Vision and Pattern Recognition: 10.9%Materials Chemistry: 3.6%other fields: 18.2%49%top field
Artificial Intelligence49.1%Information Systems18.2%Computer Vision and Pattern Recognition10.9%Materials Chemistry3.6%other fields18.2%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence49% of their works
  2. 2Information Systems18% of their works
  3. 3Computer Vision and Pattern Recognition11% of their works
  4. 4Materials Chemistry4% of their works
  5. 5Statistical and Nonlinear Physics4% of their works
  6. 6Management Science and Operations Research4% of their works

Research topics

Which keywords describe Andrew McCallum's research?

The keywords of their largest research topics: Neural Networks, Information Retrieval, Machine Translation, Word Representation, Deep Learning, Neural Machine Translation, Statistical Machine Translation and Image Captioning.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 19 words, with their numbers
  1. Neural Networks163 topics
  2. Information Retrieval142 topics
  3. Machine Translation111 topic
  4. Word Representation111 topic
  5. Deep Learning52 topics
  6. Neural Machine Translation41 topic
  7. Statistical Machine Translation41 topic
  8. Image Captioning31 topic
  9. Visual Question Answering31 topic
  10. Web Crawling31 topic
  11. Web Data Extraction31 topic
  12. Automatic21 topic
  13. Clustering Algorithms21 topic
  14. Extraction21 topic
  15. Feature Matching21 topic
  16. K-means21 topic
  17. Local Descriptors21 topic
  18. Ontology21 topic
  19. Semantic Web21 topic

Where does Andrew McCallum work?

Andrew McCallum's main affiliation in the publication record is University of Massachusetts Amherst, United States.

How many publications and citations does Andrew McCallum have?

Science Explorer counts 36 works and 554 citations for Andrew McCallum, ranking #50,204 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Other researchers named Andrew McCallum

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