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Douglas C Downey

  • 2264 Citations
20002021

Research output per year

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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

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Grants

AitF:Mechanism Design and Machine Learning for Peer Grading

Downey, D. C., Hartline, J. D. & O'Rourke, E. M.

National Science Foundation

9/1/17 → 8/31/21

Project: Research project

    • 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.

    National Science Foundation

    4/1/15 → 3/31/21

    Project: Research project

    • CAREER: Web Information Extraction: Scaling and Integration

    Downey, D. C.

    National Science Foundation

    9/1/14 → 8/31/20

    Project: Research project

    • Parsing Scientific Metadata with Neural Networks

    Downey, D. C.

    Allen Institute for Artificial Intelligence

    9/1/17 → 3/31/18

    Project: Research project

    • Open Named Entity Recognition from Scientific Documents

    Downey, D. C.

    Allen Institute for Artificial Intelligence

    1/1/16 → 9/30/17

    Project: Research project

    • Research Output

    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

    • 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

    • 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

    • 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

    • 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