• MRI: Development of an Instrument for Deep Learning Research
  • Campus collaborator on $2,721,983 NSF grant
    • University of Illinois
  • NSF 1725729
    • Major Research Instrumentation
    • Cyberinfrastructure

• NNA: Collaborative Research: Integrating Language Documentation and Computational Tools for Yupik, an Alaska Native Language
  • Principal Investigator (PI) on $294,444 NSF grant
    • University of Illinois at Urbana-Champaign / University of Alaska Fairbanks
    • George Mason University
  • NSF 1761680 / 2243445
    • Navigating the New Arctic
    • ASSP-Arctic Social Science
    • Documenting Endangered Languages (DEL)
    • Robust Intelligence
  • Associated publications
    • Community-focused language documentation in support of language education and revitalization for St. Lawrence Island Yupik
    • Community lexical access for an endangered polysynthetic language: An electronic dictionary for St. Lawrence Island Yupik (NAACL 2019)
    • Bootstrapping a Neural Morphological Analyzer for St. Lawrence Island Yupik from a Finite-State Transducer (ComputEL 2019)
    • A Morphological Analyzer for St. Lawrence Island / Central Siberian Yupik (LREC 2018)
    • Liinnaqumalghiit: A Web-based Tool for Addressing Orthographic Transparency in St. Lawrence Island / Central Siberian Yupik (LD&C 2017)

• ComputEL: A workshop to Explore the Use of Computational Methods in the Study of Endangered Language
  • Principal Investigator (PI) on $24,587 NSF workshop grant
    • University of Illinois at Urbana-Champaign
  • NSF 1550905
    • Documenting Endangered Languages (DEL)
  • Associated publications
    • Proceedings of the 2nd Workshop on Computational Methods for Endangered Languages
    • Proceedings of the 3rd Workshop on Computational Methods for Endangered Languages

• Cognitively-Based Unsupervised Grammar Induction for Low-Resource Languages
  • Principal Investigator (PI) on 4-year $604,342 DARPA grant
    • University of Illinois at Urbana-Champaign
    • The Ohio State University
    • Boston Children’s Hospital
    • Harvard University
  • DARPA-BAA-15-04
    • Low Resource Languages for Emergent Incidents (LORELEI)
  • Associated publications
    • Unsupervised Learning of PCFGs with Normalizing Flow (ACL 2019)
    • Depth-bounding is effective: Improvements and Evaluation of Unsupervised PCFG Induction (EMNLP 2018)
    • Unsupervised Grammar Induction with Depth-bounded PCFG (TACL 2018)
    • Memory-Bounded Left-Corner Unsupervised Grammar Induction on Child-Directed Input (COLING 2016)