Published several papers, such as 'Language Model Priors and Data Augmentation Strategies for Low-resource Machine Translation: A Case Study Using Finnish to Northern Sámi' and 'CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English'. Elected Vice President of the ACL Special Interest Group on Writing Systems and Written Language (SIGWrit).
Research Experience
Worked at The University of Pennsylvania, The Children’s Hospital of Philadelphia (exploring clinical applications of statistical models of language processing), BBN Technologies, and USC Information Sciences Institute. Joined the computational linguistics faculty at Brandeis University in summer 2019.
Education
Ph.D. in Computer Science from The University of Pennsylvania in 2013, advised by Mitch Marcus and Charles Yang.
Background
Research interests include broadening the depth and breadth of human language technology, with a focus on understudied problems in natural language processing (NLP). Current work focuses on eliminating barriers to useful language technology for every living written language, especially lower-resourced and minoritized languages. Previously worked on human-robot interaction and the representation of language in the mind, including language acquisition, processing, and change.
Miscellany
Personal GitHub: ConstantineLignos, Lab GitHub: BLTLab