I'm a second-year PhD student in the Paul G. Allen School of Computer Science & Engineering at the University of Washington. I am advised by Prof. Yejin Choi. My research area is natural language understanding and generation. I'm excited about machine learning techniques and deep-learning models for social commonsense and logical reasoning in text.
Coherent Text Generation with Narrative Flow:
Cooperative Generator-Discriminator Networks
for Abstractive Summarization with Narrative Flow
Saadia Gabriel, Antoine Bosselut, Ari Holtzman, Kyle Lo, Asli Celikyilmaz, Yejin Choi
arXiv preprint 2019
Toxic Language Detection in Social Media:
The Risk of Racial Bias in Hate Speech Detection
Maarten Sap, Dallas Card, Saadia Gabriel, Yejin Choi, Noah A. Smith
ACL 2019 -- Best Short Paper Nominee
Interpretable Math Word Problem Solving:
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
Aida Amini, Saadia Gabriel, Shanchuan Lin, Rik Koncel-Kedziorski, Yejin Choi, Hannaneh Hajishirzi
NAACL 2019 - Check out the dataset and leaderboard!
Email: skgabrie @ cs . washington . edu