[Senior thesis] Leveraging human-written instructions to detect toxic content online.
We design an efficient Siamese architecture to minimize the distance between embeddings of articles and their comments.
Recommended citation: Danovitch, J. (2019). Linking Social Media Posts to News with Siamese Transformers. Technical report.
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.
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.