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Researcher · Educational Testing Service · United States

Swapna Somasundaran

Swapna Somasundaran publishes mostly in Artificial Intelligence, Developmental and Educational Psychology and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Natural Language Processing Techniques and Sentiment Analysis and Opinion Mining.

OpenAlex
World rank
#418,917
of 7,710,434 ranked researchers
Rank in United States
#147,997
of 1,627,098
Works
42
Citations
2.1k
Citations per work
49.4
h-index
18
i10-index 23Top 16% in Artificial Intelligence
Swapna Somasundaran

What does Swapna Somasundaran research?

Swapna Somasundaran's work is mostly in Computer Science (85%), Psychology (3%), Social Sciences (3%).

Physical Sciences: 36 works · 85.3% of their workComputer Science: 36 works · 85.3% of their workArtificial Intelligence: 33 works · 79.3% of their workComputer Vision and Pattern Recognition: 1 works · 3.4% of their workInformation Systems: 1 works · 2.6% of their workEverything else: 3 works · 7.0% of their workSocial Sciences: 3 works · 6.0% of their workPsychology: 1 works · 3.4% of their workDevelopmental and Educational Psychology: 1 works · 3.4% of their workSocial Sciences: 1 works · 2.6% of their workEducation: 1 works · 2.6% of their workHealth Sciences: 1 works · 1.7% of their workHealth Professions: 1 works · 1.7% of their workSpeech and Hearing: 1 works · 1.7% of their workTHEIR WORKSwapnaSomasundaran42works
Physical Sciences85%Health Sciences2%Social Sciences6%

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 Science3685.3%
  2. Everything else37.0%
    1. Psychology13.4%
    2. Social Sciences12.6%
    1. Health Professions11.7%
  1. 1Artificial Intelligence79% of their works
  2. 2Developmental and Educational Psychology3% of their works
  3. 3Computer Vision and Pattern Recognition3% of their works
  4. 4Information Systems3% of their works
  5. 5Education3% of their works
  6. 6Speech and Hearing2% of their works

Research topics

Which keywords describe Swapna Somasundaran's research?

The keywords of their largest research topics: Neural Networks, Information Retrieval, Text Classification, Machine Translation, Word Representation, Machine Learning, Neural Machine Translation 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 21 words, with their numbers
  1. Neural Networks504 topics
  2. Information Retrieval322 topics
  3. Text Classification322 topics
  4. Machine Translation291 topic
  5. Word Representation291 topic
  6. Machine Learning202 topics
  7. Neural Machine Translation201 topic
  8. Statistical Machine Translation201 topic
  9. Deep Learning172 topics
  10. Opinion Mining141 topic
  11. Sentiment Analysis141 topic
  12. Automatic121 topic
  13. Extraction121 topic
  14. Readability Assessment61 topic
  15. Text Simplification61 topic
  16. Feature Selection31 topic
  17. Image Captioning31 topic
  18. Markov Decision Processes31 topic
  19. Multi-label Learning31 topic
  20. Spoken Dialogue Systems31 topic
  21. Visual Question Answering31 topic

Where does Swapna Somasundaran work?

Swapna Somasundaran's main affiliation in the publication record is Educational Testing Service, United States.

How many publications and citations does Swapna Somasundaran have?

OpenAlex counts 42 works and 2,074 citations for Swapna Somasundaran, an h-index of 18, ranking #418,917 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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