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Researcher · Darmstadt University of Applied Sciences · Germany

Melanie Siegel

Melanie Siegel publishes mostly in Artificial Intelligence, Language and Linguistics and Human-Computer Interaction, on topics such as Natural Language Processing Techniques, Topic Modeling and Text Readability and Simplification.

ORCID 0000-0002-3517-8488 OpenAlex
World rank
#467,836
of 1,633,909 ranked researchers
Rank in Germany
#27,820
of 86,443
Works
28
Citations
98
Citations per work
3.5

What does Melanie Siegel research?

Artificial Intelligence: 48.7%Language and Linguistics: 10.3%Human-Computer Interaction: 5.1%Communication: 5.1%other fields: 30.8%49%top field
Artificial Intelligence48.7%Language and Linguistics10.3%Human-Computer Interaction5.1%Communication5.1%other fields30.8%

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. 2Language and Linguistics10% of their works
  3. 3Human-Computer Interaction5% of their works
  4. 4Communication5% of their works
  5. 5Computer Vision and Pattern Recognition5% of their works
  6. 6Information Systems3% of their works

Research topics

Which keywords describe Melanie Siegel's research?

The keywords of their largest research topics: Neural Machine Translation, Neural Networks, Statistical Machine Translation, Machine Learning, Machine Translation, Natural Language Processing, Word Representation and Deep 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 21 words, with their numbers
  1. Neural Machine Translation71 topic
  2. Neural Networks72 topics
  3. Statistical Machine Translation71 topic
  4. Machine Learning53 topics
  5. Machine Translation41 topic
  6. Natural Language Processing42 topics
  7. Word Representation41 topic
  8. Deep Learning33 topics
  9. Readability Assessment31 topic
  10. Text Simplification31 topic
  11. Discourse Analysis21 topic
  12. Language Variation21 topic
  13. Ontology21 topic
  14. Semantic Web21 topic
  15. Social Media22 topics
  16. Detection11 topic
  17. Electronic Health Records11 topic
  18. Hate Speech11 topic
  19. Healthcare11 topic
  20. Opinion Mining11 topic
  21. Sentiment Analysis11 topic

Where does Melanie Siegel work?

Melanie Siegel's main affiliation in the publication record is Darmstadt University of Applied Sciences, Germany.

How many publications and citations does Melanie Siegel have?

Science Explorer counts 28 works and 98 citations for Melanie Siegel, ranking #467,836 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.