Hanna Wallach
Hanna Wallach publishes mostly in Artificial Intelligence, Safety Research and Statistical and Nonlinear Physics, on topics such as Ethics and Social Impacts of AI, Topic Modeling and Explainable Artificial Intelligence (XAI).
- World rank
- #56,843 of 7,710,434 ranked researchers
- Rank in United States
- #21,951 of 1,627,098
- Works
- 158
- Citations
- 13k
- Citations per work
- 81.8
What does Hanna Wallach research?
Hanna Wallach's work is mostly in Computer Science (42%), Social Sciences (13%), Physics and Astronomy (4%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences7346.3%
- Computer Science6742.3%
- Physics and Astronomy64.0%
- Everything else5937.2%
- Social Sciences2113.3%
- Social Sciences2113.3%
- Life Sciences53.2%
- 1Artificial Intelligence39% of their works
- 2Safety Research10% of their works
- 3Statistical and Nonlinear Physics4% of their works
- 4General Social Sciences4% of their works
- 5Molecular Biology3% of their works
- 6Information Systems3% of their works
Research topics
Which keywords describe Hanna Wallach's research?
The keywords of their largest research topics: Machine Learning, Big Data, Neural Networks, Topic Modeling, Ethics, Fairness, Machine Translation and Word Representation.
- Extraction
- Mixture Models
- Deep Learning
- Social Science Research
- Statistical Machine Translation
- Machine Learning Interpretability
- Word Representation
- Fairness
- Topic Modeling
- Big Data
- Machine Learning
- Neural Networks
- Ethics
- Machine Translation
- Interpretable Models
- Neural Machine Translation
- Computational Text Analysis
- Adversarial Examples
- Clustering
- Automatic
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 20 words, with their numbers
- Machine Learning633 topics
- Big Data502 topics
- Neural Networks493 topics
- Topic Modeling412 topics
- Ethics361 topic
- Fairness361 topic
- Machine Translation271 topic
- Word Representation271 topic
- Interpretable Models211 topic
- Machine Learning Interpretability211 topic
- Neural Machine Translation161 topic
- Statistical Machine Translation161 topic
- Computational Text Analysis141 topic
- Social Science Research141 topic
- Adversarial Examples131 topic
- Deep Learning131 topic
- Clustering111 topic
- Mixture Models111 topic
- Automatic91 topic
- Extraction91 topic
Where does Hanna Wallach work?
Hanna Wallach's main affiliation in the publication record is Microsoft (United States), United States.
How many publications and citations does Hanna Wallach have?
OpenAlex counts 158 works and 12,925 citations for Hanna Wallach, an h-index of 39, ranking #56,843 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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