[Senior thesis] Leveraging human-written instructions to detect toxic content online.
A distantly supervised approach to automatically collect event-specific corpora.
Using natural language processing to predict future MLB players.
Recommended citation: Danovitch, J. (2019). Trouble with the Curve: Predicting Future MLB Players Using Scouting Reports. 2019 Carnegie Mellon Sports Analytics Conference, Pittsburgh, USA.
Adapting BERT for multi-turn conversations using MAC cells.
Recommended citation: Danovitch, J., & SalahEldeen, H. (2019). ReMemBERT: Recurrent Memory-augmented BERT for Conversational Text Classification. Submitted to ACL 2020, Seattle, USA.
Constructing a novel dataset of Canadian disinformation from Twitter.
Exploring a computational model of Lakoff’s conceptual metaphor theory.
Recommended citation: Lynch, B., Danovitch, J., & Davies, J. (2018). Towards a Computational Approach to Conceptual Metaphor. Poster session at CogSci 2019, Montreal, CA.