Grants per year
Personal profile
Education/Academic qualification
Computer Science and Engineering, PhD, University of Washington
… → 2008
Computer Science and Engineering, MS, University of Washington
… → 2004
Computer Science, Minors in Mathematics and Economics, BS/MS, Case Western Reserve University
… → 2000
Research interests
- Artificial intelligence
- Machine learning
- Natural language processing
Fingerprint Dive into the research topics where Douglas C Downey is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Semantics
Engineering & Materials Science
Search engines
Engineering & Materials Science
Recurrent neural networks
Engineering & Materials Science
language
Social Sciences
Experiments
Engineering & Materials Science
Labeling
Engineering & Materials Science
Redundancy
Engineering & Materials Science
Labels
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Grants 2010 2021
AitF:Mechanism Design and Machine Learning for Peer Grading
Downey, D. C., Hartline, J. D. & O'Rourke, E. M.
9/1/17 → 8/31/21
Project: Research project
Learning systems
Students
Digital computers
Game theory
Teaching
NRT-DESE: Training in Data-Driven Discovery - From the Earth and the Universe to the Successful Careers of the Future
Downey, D. C., Kalogera, V., Katsaggelos, A. K., Klabjan, D., Luijten, E., Schmitt, M. H. & van der Lee, S.
4/1/15 → 3/31/20
Project: Research project
student
communication
data mining
twenty first century
data management
CAREER: Web Information Extraction: Scaling and Integration
9/1/14 → 8/31/20
Project: Research project
Search engines
World Wide Web
Artificial intelligence
Learning systems
Labels
Parsing Scientific Metadata with Neural Networks
Allen Institute for Artificial Intelligence
9/1/17 → 3/31/18
Project: Research project
Metadata
Neural networks
Search engines
Gold
Personnel
Open Named Entity Recognition from Scientific Documents
Allen Institute for Artificial Intelligence
1/1/16 → 9/30/17
Project: Research project
Sampling
Taxonomies
Research Output 2000 2018
Construction of the Literature Graph in Semantic Scholar
Ammar, W., Groeneveld, D., Bhagavatula, C. S., Beltagy, I., Crawford, M., Downey, D. C. & Dunkelberger, J., 2018, Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics : Human Language Technologies. Association for Computational Linguistics (ACL), Vol. 3. p. 84-91 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Semantics
Controlling global statistics in recurrent neural network text generation
Noraset, T., Demeter, D. & Downey, D. C., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 5333-5341 9 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Recurrent neural networks
Statistics
Extracting commonsense properties from embeddings with limited human guidance
Yang, Y., Birnbaum, L. A., Wang, J. & Downey, D. C., Jan 1 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Short Papers). Association for Computational Linguistics (ACL), p. 644-649 6 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Intelligent systems
Experiments
Problem-Based Learning
Otyper: A neural architecture for open named entity typing
Yuan, Z. & Downey, D. C., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 6037-6044 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Network architecture
Neural networks
Processing
Sampling informative training data for RNN language models
Fernandez, J. & Downey, D. C., Jan 1 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Association for Computational Linguistics (ACL), p. 9-13 5 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Recurrent neural networks
Sampling
Importance sampling