Sebastian Riedel
Sebastian Riedel publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Topic Modeling, Natural Language Processing Techniques and Multimodal Machine Learning Applications.
- World rank
- #6,496 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #554 of 90,785
- Works
- 79
- Citations
- 1.7k
- Citations per work
- 21.3
What does Sebastian Riedel research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence71% of their works
- 2Computer Vision and Pattern Recognition8% of their works
- 3Information Systems4% of their works
- 4Management Science and Operations Research2% of their works
- 5Molecular Biology2% of their works
- 6Computer Science Applications2% of their works
Research topics
Which keywords describe Sebastian Riedel's research?
The keywords of their largest research topics: Neural Networks, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation, Deep Learning, Representation Learning and Semi-Supervised Learning.
- Text Mining
- Biomedical Ontologies
- Causal Inference
- Transfer Learning
- Graph Neural Networks
- Visual Question Answering
- Semi-Supervised Learning
- Deep Learning
- Neural Machine Translation
- Machine Translation
- Neural Networks
- Word Representation
- Statistical Machine Translation
- Representation Learning
- Image Captioning
- Domain Adaptation
- Knowledge Graph Embedding
- Bayesian Networks
- Automatic
- Extraction
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 Networks383 topics
- Machine Translation271 topic
- Word Representation271 topic
- Neural Machine Translation211 topic
- Statistical Machine Translation211 topic
- Deep Learning132 topics
- Representation Learning102 topics
- Semi-Supervised Learning102 topics
- Image Captioning81 topic
- Visual Question Answering81 topic
- Domain Adaptation51 topic
- Graph Neural Networks51 topic
- Knowledge Graph Embedding51 topic
- Transfer Learning51 topic
- Bayesian Networks41 topic
- Causal Inference41 topic
- Automatic31 topic
- Biomedical Ontologies31 topic
- Extraction31 topic
- Text Mining31 topic
Where does Sebastian Riedel work?
Sebastian Riedel's main affiliation in the publication record is University College London, United Kingdom.
How many publications and citations does Sebastian Riedel have?
Science Explorer counts 79 works and 1,681 citations for Sebastian Riedel, ranking #6,496 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.
Other researchers named Sebastian Riedel
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