David Mimno
David Mimno publishes mostly in Artificial Intelligence, General Social Sciences and Literature and Literary Theory, on topics such as Topic Modeling, Natural Language Processing Techniques and Computational and Text Analysis Methods.
- World rank
- #74,397 of 7,710,434 ranked researchers
- Rank in United States
- #28,730 of 1,627,098
- Works
- 156
- Citations
- 8.3k
- Citations per work
- 53.1
What does David Mimno research?
David Mimno's work is mostly in Computer Science (54%), Social Sciences (11%), Arts and Humanities (6%).
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 Sciences8554.4%
- Computer Science8554.4%
- Everything else4428.4%
- Social Sciences2717.2%
- Social Sciences1811.3%
- Arts and Humanities95.9%
- 1Artificial Intelligence47% of their works
- 2General Social Sciences7% of their works
- 3Literature and Literary Theory6% of their works
- 4Sociology and Political Science4% of their works
- 5Information Systems4% of their works
- 6Computer Vision and Pattern Recognition3% of their works
Research topics
Which keywords describe David Mimno's research?
The keywords of their largest research topics: Topic Modeling, Neural Networks, Text Classification, Information Retrieval, Machine Translation, Word Representation, Machine Learning and Natural Language Processing.
- Multi-label Learning
- Text Simplification
- Stylometry
- Literary History
- Extraction
- Social Science Research
- Statistical Machine Translation
- Natural Language Processing
- Word Representation
- Information Retrieval
- Neural Networks
- Topic Modeling
- Text Classification
- Machine Translation
- Machine Learning
- Neural Machine Translation
- Computational Text Analysis
- Automatic
- Digital Humanities
- Authorship Attribution
- Readability Assessment
- Feature Selection
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 22 words, with their numbers
- Topic Modeling1012 topics
- Neural Networks993 topics
- Text Classification923 topics
- Information Retrieval802 topics
- Machine Translation721 topic
- Word Representation721 topic
- Machine Learning503 topics
- Natural Language Processing382 topics
- Neural Machine Translation361 topic
- Statistical Machine Translation361 topic
- Computational Text Analysis291 topic
- Social Science Research291 topic
- Automatic181 topic
- Extraction181 topic
- Digital Humanities161 topic
- Literary History161 topic
- Authorship Attribution121 topic
- Stylometry121 topic
- Readability Assessment91 topic
- Text Simplification91 topic
- Feature Selection81 topic
- Multi-label Learning81 topic
Where does David Mimno work?
David Mimno's main affiliation in the publication record is Cornell University, United States.
How many publications and citations does David Mimno have?
OpenAlex counts 156 works and 8,282 citations for David Mimno, an h-index of 35, ranking #74,397 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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