Computational Cognitive Science (with Charles Yang)2017 - Present
Currently, I'm making a qualitative assessment of several models of rule learning in language. Other projects I've been working on include extending Spencer Caplan's word learning model to homophone learning, and building a parameter-free sequential model of metaphor comprehension.
Psycholinguistics (with John Trueswell)2018 - Present
The interaction between language and thought has been debated for decades. Following a large body of literature stating thought is independent of language unless a task implicates language, I investigate this relation in the visual domain through a series of eye-tracking experiments, and test how lemmas (abstract, conceptual word forms) are mentally activated.
Computational Linguistics (with Mitch Marcus)2017 - 2018
I contributed to building a tool that drastically reduces Optical Character Recognition errors in corpora with minimal human labor.
Paper: Caitlin Richter, Matthew Wickes, Deniz Beser, Mitch Marcus. Low-resource Post Processing of Noisy OCR Output for Historical Corpus Digitisation. LREC 2018
I implemented and tested supervised and semi-supervised part-of-speech taggers for low-resource languages.
Poster: Part-of-Speech Tagging for Low-Resource Languages - Won first place in CIS department's poster competition!