Regina Barzilay
Regina Barzilay publishes mostly in Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Natural Language Processing Techniques and Speech and dialogue systems.
- World rank
- #8,753 of 1,633,909 ranked researchers
- Rank in United States
- #4,213 of 358,040
- Works
- 81
- Citations
- 1.1k
- Citations per work
- 13.6
What does Regina Barzilay research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence60% of their works
- 2Molecular Biology7% of their works
- 3Computer Vision and Pattern Recognition6% of their works
- 4Materials Chemistry4% of their works
- 5Computational Theory and Mathematics3% of their works
- 6Information Systems3% of their works
Research topics
Which keywords describe Regina Barzilay's research?
The keywords of their largest research topics: Neural Networks, Word Representation, Machine Learning, Neural Machine Translation, Statistical Machine Translation, Data Mining, Markov Decision Processes and Spoken Dialogue Systems.
- Virtual Screening
- Molecular Docking
- Federated Learning
- Differential Privacy
- Materials Informatics
- Spoken Dialogue Systems
- Data Mining
- Neural Machine Translation
- Word Representation
- Neural Networks
- Machine Learning
- Statistical Machine Translation
- Markov Decision Processes
- High-Throughput
- Deep Learning
- Domain Adaptation
- Medical Image Analysis
- Transfer 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 18 words, with their numbers
- Neural Networks161 topic
- Word Representation161 topic
- Machine Learning134 topics
- Neural Machine Translation121 topic
- Statistical Machine Translation121 topic
- Data Mining72 topics
- Markov Decision Processes51 topic
- Spoken Dialogue Systems51 topic
- High-Throughput41 topic
- Materials Informatics41 topic
- Deep Learning31 topic
- Differential Privacy31 topic
- Domain Adaptation31 topic
- Federated Learning31 topic
- Medical Image Analysis31 topic
- Molecular Docking31 topic
- Transfer Learning31 topic
- Virtual Screening31 topic
Where does Regina Barzilay work?
Regina Barzilay's main affiliation in the publication record is Massachusetts Institute of Technology, United States.
How many publications and citations does Regina Barzilay have?
Science Explorer counts 81 works and 1,101 citations for Regina Barzilay, ranking #8,753 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.