Richard Socher
Richard Socher publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Topic Modeling, Natural Language Processing Techniques and Multimodal Machine Learning Applications.
- World rank
- #2,141 of 1,633,909 ranked researchers
- Rank in United States
- #969 of 358,040
- Works
- 76
- Citations
- 3.3k
- Citations per work
- 42.9
What does Richard Socher 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 Recognition17% of their works
- 3Molecular Biology3% of their works
- 4Signal Processing2% of their works
- 5Renewable Energy, Sustainability and the Environment1% of their works
- 6Information Systems1% of their works
Research topics
Which keywords describe Richard Socher's research?
The keywords of their largest research topics: Neural Networks, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation, Deep Learning, Image Captioning and Visual Question Answering.
- Knowledge Graph Embedding
- Extraction
- Transfer Learning
- Deep Neural Networks
- Semi-Supervised Learning
- Spoken Dialogue Systems
- Visual Question Answering
- Deep Learning
- Neural Machine Translation
- Machine Translation
- Neural Networks
- Word Representation
- Statistical Machine Translation
- Image Captioning
- Markov Decision Processes
- Representation Learning
- Acoustic Modeling
- Domain Adaptation
- Automatic
- Graph Neural Networks
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 Networks323 topics
- Machine Translation201 topic
- Word Representation201 topic
- Neural Machine Translation171 topic
- Statistical Machine Translation171 topic
- Deep Learning122 topics
- Image Captioning101 topic
- Visual Question Answering101 topic
- Markov Decision Processes61 topic
- Spoken Dialogue Systems61 topic
- Representation Learning52 topics
- Semi-Supervised Learning52 topics
- Acoustic Modeling41 topic
- Deep Neural Networks41 topic
- Domain Adaptation31 topic
- Transfer Learning31 topic
- Automatic21 topic
- Extraction21 topic
- Graph Neural Networks21 topic
- Knowledge Graph Embedding21 topic
Where does Richard Socher work?
Richard Socher's main affiliation in the publication record is Salesforce (United States), United States.
How many publications and citations does Richard Socher have?
Science Explorer counts 76 works and 3,259 citations for Richard Socher, ranking #2,141 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.