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Researcher · University of Illinois Urbana-Champaign · United States

Dan Roth

Dan Roth publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Topic Modeling, Natural Language Processing Techniques and Machine Learning and Algorithms.

ORCID 0009-0002-1447-5173 OpenAlex
World rank
#40,606
of 7,710,434 ranked researchers
Rank in United States
#15,596
of 1,627,098
Works
835
Citations
31k
Citations per work
37.2
h-index
85
i10-index 401Top 0.1% in Artificial Intelligence
Dan Roth

What does Dan Roth research?

Dan Roth's work is mostly in Computer Science (85%), Decision Sciences (2%), Biochemistry, Genetics and Molecular Biology (2%).

Physical Sciences: 712 works · 85.3% of their workComputer Science: 712 works · 85.3% of their workArtificial Intelligence: 625 works · 74.9% of their workComputer Vision and Pattern Recognition: 45 works · 5.4% of their workInformation Systems: 32 works · 3.8% of their workComputer Networks and Communications: 10 works · 1.2% of their workEverything else: 89 works · 10.6% of their workSocial Sciences: 21 works · 2.5% of their workDecision Sciences: 21 works · 2.5% of their workManagement Science and Operations Research: 21 works · 2.5% of their workLife Sciences: 13 works · 1.6% of their workBiochemistry, Genetics and Molecular Biology: 13 works · 1.6% of their workMolecular Biology: 13 works · 1.6% of their workTHEIR WORKDan Roth835works
Life Sciences2%Physical Sciences85%Social Sciences2%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science71285.3%
  2. Everything else8910.6%
    1. Decision Sciences212.5%
    1. Biochemistry, Genetics and Molecular Biology131.6%
  1. 1Artificial Intelligence75% of their works
  2. 2Computer Vision and Pattern Recognition5% of their works
  3. 3Information Systems4% of their works
  4. 4Management Science and Operations Research2% of their works
  5. 5Molecular Biology2% of their works
  6. 6Computer Networks and Communications1% of their works

Research topics

Which keywords describe Dan Roth's research?

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

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 Networks6763 topics
  2. Machine Translation5331 topic
  3. Word Representation5331 topic
  4. Neural Machine Translation4831 topic
  5. Statistical Machine Translation4831 topic
  6. Deep Learning1632 topics
  7. Active Learning911 topic
  8. Machine Learning911 topic
  9. Ontology891 topic
  10. Semantic Web891 topic
  11. Image Captioning721 topic
  12. Visual Question Answering721 topic
  13. Automatic711 topic
  14. Extraction711 topic
  15. Markov Decision Processes581 topic
  16. Spoken Dialogue Systems581 topic
  17. Bayesian Networks501 topic
  18. Causal Inference501 topic

Where does Dan Roth work?

Dan Roth's main affiliation in the publication record is University of Illinois Urbana-Champaign, United States.

How many publications and citations does Dan Roth have?

OpenAlex counts 835 works and 31,038 citations for Dan Roth, an h-index of 85, ranking #40,606 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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