Sebastian Ruder
Sebastian Ruder publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Language and Linguistics, on topics such as Natural Language Processing Techniques, Topic Modeling and Multimodal Machine Learning Applications.
- World rank
- #6,285 of 1,633,909 ranked researchers
- Rank in United States
- #3,032 of 358,040
- Works
- 57
- Citations
- 2k
- Citations per work
- 35.0
What does Sebastian Ruder research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence76% of their works
- 2Computer Vision and Pattern Recognition12% of their works
- 3Language and Linguistics3% of their works
- 4Electrical and Electronic Engineering1% of their works
- 5Mechanical Engineering1% of their works
- 6Marketing1% of their works
Research topics
Which keywords describe Sebastian Ruder's research?
The keywords of their largest research topics: Neural Networks, Neural Machine Translation, Statistical Machine Translation, Machine Translation, Word Representation, Deep Learning, Machine Learning and Image Captioning.
- Spoken Dialogue Systems
- Markov Decision Processes
- Transfer Learning
- Opinion Mining
- Text Simplification
- Meta-Learning
- Image Captioning
- Deep Learning
- Machine Translation
- Neural Machine Translation
- Neural Networks
- Statistical Machine Translation
- Word Representation
- Machine Learning
- Visual Question Answering
- Readability Assessment
- Domain Adaptation
- Sentiment Analysis
- Hyperparameter Optimization
- Noisy Labels
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 20 words, with their numbers
- Neural Networks253 topics
- Neural Machine Translation201 topic
- Statistical Machine Translation201 topic
- Machine Translation151 topic
- Word Representation151 topic
- Deep Learning92 topics
- Machine Learning72 topics
- Image Captioning61 topic
- Visual Question Answering61 topic
- Meta-Learning52 topics
- Readability Assessment41 topic
- Text Simplification41 topic
- Domain Adaptation31 topic
- Opinion Mining31 topic
- Sentiment Analysis31 topic
- Transfer Learning31 topic
- Hyperparameter Optimization21 topic
- Markov Decision Processes21 topic
- Noisy Labels21 topic
- Spoken Dialogue Systems21 topic
Where does Sebastian Ruder work?
Sebastian Ruder's main affiliation in the publication record is Google (United States), United States.
How many publications and citations does Sebastian Ruder have?
Science Explorer counts 57 works and 1,995 citations for Sebastian Ruder, ranking #6,285 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.