no code implementations • RANLP 2021 • James R. Hull, Valerie Novak, C. Anton Rytting, Paul Rodrigues, Victor M. Frank, Matthew Swahn
Feature engineering is an important step in classical NLP pipelines, but machine learning engineers may not be aware of the signals to look for when processing foreign language text.
no code implementations • LREC 2022 • C. Anton Rytting, Valerie Novak, James R. Hull, Victor M. Frank, Paul Rodrigues, Jarrett G. W. Lee, Laurel Miller-Sims
We believe this to be the first publicly-available dataset associating demographic and personality trait data with Russian-language social media content, the first paper to describe the collection of Dark Triad scores with texts across multiple Russian-language social media platforms, and to a limited extent, the first publicly-available dataset of personality traits to author content across several different social media sites.
no code implementations • 5 Sep 2020 • Evan Williams, Paul Rodrigues, Valerie Novak
We utilized BERT and RoBERTa models to identify claims in social media text a professional fact-checker should review, and rank these in priority order for the fact-checker.