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Researcher · Microsoft Research (United Kingdom) · United Kingdom

Dawn Drain

Dawn Drain publishes mostly in Artificial Intelligence, Information Systems and Software, on topics such as Topic Modeling, Natural Language Processing Techniques and Software Engineering Research.

ORCID 0000-0002-6606-4141 OpenAlex
World rank
#2,180,145
of 7,710,434 ranked researchers
Rank in United Kingdom
#157,914
of 367,258
Works
27
Citations
2.5k
Citations per work
93.3
h-index
19
i10-index 22Top 14% in Artificial Intelligence
Dawn Drain

What does Dawn Drain research?

Dawn Drain's work is mostly in Computer Science (95%).

Physical Sciences: 26 works · 94.7% of their workComputer Science: 26 works · 94.7% of their workArtificial Intelligence: 14 works · 53.3% of their workInformation Systems: 4 works · 16.0% of their workSoftware: 3 works · 12.0% of their workComputer Vision and Pattern Recognition: 2 works · 6.7% of their workSignal Processing: 1 works · 4.0% of their workComputer Networks and Communications: 1 works · 2.7% of their workEverything else: 1 works · 5.3% of their workTHEIR WORKDawn Drain27works
Physical Sciences95%

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 Science2694.7%
  2. Everything else15.3%
  1. 1Artificial Intelligence53% of their works
  2. 2Information Systems16% of their works
  3. 3Software12% of their works
  4. 4Computer Vision and Pattern Recognition7% of their works
  5. 5Signal Processing4% of their works
  6. 6Computer Networks and Communications3% of their works

Research topics

Which keywords describe Dawn Drain's research?

The keywords of their largest research topics: Neural Networks, Machine Learning, Machine Translation, Word Representation, Code Clone Detection, Neural Machine Translation, Refactoring and Statistical Machine Translation.

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 Networks203 topics
  2. Machine Learning142 topics
  3. Machine Translation141 topic
  4. Word Representation141 topic
  5. Code Clone Detection111 topic
  6. Neural Machine Translation111 topic
  7. Refactoring111 topic
  8. Statistical Machine Translation111 topic
  9. Deep Learning93 topics
  10. Automated Testing71 topic
  11. Software Fault Localization71 topic
  12. Interpretable Models51 topic
  13. Machine Learning Interpretability51 topic
  14. Image Captioning41 topic
  15. Visual Question Answering41 topic
  16. Android Malware31 topic
  17. Detection31 topic
  18. Backpropagation Learning21 topic
  19. Self-Organizing Maps21 topic

Where does Dawn Drain work?

Dawn Drain's main affiliation in the publication record is Microsoft Research (United Kingdom), United Kingdom.

How many publications and citations does Dawn Drain have?

OpenAlex counts 27 works and 2,518 citations for Dawn Drain, an h-index of 19, ranking #2,180,145 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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