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Researcher · Johns Hopkins University · United States

Mark Dredze

Mark Dredze publishes mostly in Artificial Intelligence, Information Systems and Statistical and Nonlinear Physics, on topics such as Topic Modeling, Natural Language Processing Techniques and Speech Recognition and Synthesis.

ORCID 0000-0002-0422-2474 OpenAlex
World rank
#1,919
of 1,633,909 ranked researchers
Rank in United States
#850
of 358,040
Works
103
Citations
1.9k
Citations per work
18.7

What does Mark Dredze research?

Artificial Intelligence: 47.9%Information Systems: 5.9%Statistical and Nonlinear Physics: 5.9%Epidemiology: 4.2%other fields: 36.1%48%top field
Artificial Intelligence47.9%Information Systems5.9%Statistical and Nonlinear Physics5.9%Epidemiology4.2%other fields36.1%

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

  1. 1Artificial Intelligence48% of their works
  2. 2Information Systems6% of their works
  3. 3Statistical and Nonlinear Physics6% of their works
  4. 4Epidemiology4% of their works
  5. 5Sociology and Political Science4% of their works
  6. 6Social Psychology3% of their works

Research topics

Which keywords describe Mark Dredze's research?

The keywords of their largest research topics: Neural Networks, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation, Natural Language Processing, Acoustic Modeling and Deep Neural Networks.

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 18 words, with their numbers
  1. Neural Networks222 topics
  2. Machine Translation191 topic
  3. Word Representation191 topic
  4. Neural Machine Translation121 topic
  5. Statistical Machine Translation121 topic
  6. Natural Language Processing72 topics
  7. Acoustic Modeling51 topic
  8. Deep Neural Networks51 topic
  9. Cognitive Behavioral Therapy41 topic
  10. Community Structure41 topic
  11. Internet-based Interventions41 topic
  12. Network Dynamics41 topic
  13. Psychological Language Analysis41 topic
  14. Social Media41 topic
  15. Automatic31 topic
  16. Biomedical Ontologies31 topic
  17. Extraction31 topic
  18. Text Mining31 topic

Where does Mark Dredze work?

Mark Dredze's main affiliation in the publication record is Johns Hopkins University, United States.

How many publications and citations does Mark Dredze have?

Science Explorer counts 103 works and 1,926 citations for Mark Dredze, ranking #1,919 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.

Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.