Saadia Gabriel

Saadia Gabriel

ASSISTANT PROFESSOR
COMPUTER SCIENCE

Engineering VI - Room 277

Email: skgabrie@cs.ucla.edu
Phone: (424) 259-5176
Fax: (310) 825-2273

RESEARCH AND INTERESTS
  • Measuring factuality and intent of human-written language
NOTABLE PUBLICATIONS
  • NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel, Hamid Palangi, Yejin Choi. EMNLP 2022 Findings.
  • Misinfo Reaction Frames: Reasoning about Readers’ Reactions to News Headlines Saadia Gabriel, Skyler Hallinan, Maarten Sap, Pemi Nguyen, Franziska Roesner, Eunsol Choi, Yejin Choi. ACL 2022.
  • ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection Thomas Hartvigsen, Saadia Gabriel, Hamid Palangi, Maarten Sap, Dipankar Ray, Ece Kamar. ACL 2022.
  • GO FIGURE: A Meta Evaluation of Factuality in Summarization Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao. ACL 2021 Findings.
  • Discourse Understanding and Factual Consistency in Abstractive Summarization Saadia Gabriel, Antoine Bosselut, Jeff Da, Ari Holtzman, Jan Buys, Kyle Lo, Asli Celikyilmaz, Yejin Choi. EACL 2021.
  • Paragraph-level Commonsense Transformers with Recurrent Memory Saadia Gabriel, Chandra Bhagavatula, Vered Shwartz, Ronan Le Bras, Maxwell Forbes, Yejin Choi. AAAI 2021.
  • Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith, Yejin Choi. ACL 2020.
  • Detecting and Tracking Communal Bird Roosts in Weather Radar Data Zezhou Cheng, Saadia Gabriel, Pankaj Bhambhani, Daniel Sheldon, Subhransu Maji, Andrew Laughlin, David Winkler. AAAI 2020.
  • The Risk of Racial Bias in Hate Speech Detection Maarten Sap, Dallas Card, Saadia Gabriel, Yejin Choi, Noah A. Smith. ACL 2019.
  • 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.
  • Early Fusion for Goal Directed Robotic Vision Aaron Walsman, Yonatan Bisk, Saadia Gabriel, Dipendra Misra, Yoav Artzi, Yejin Choi, Dieter Fox. IROS 2019.
IN THE NEWS
EDUCATION
PhD, [2023] University of Washington - Computer Science
AWARDS AND RECOGNITION
  • Forbes 30 Under 30 (2023)
  • Awarded Google-LEAP Fellowship (2021)
  • Best Paper at WeCNLP summit as co-author of Social Bias Frames (2020)
  • IROS Best Paper Nomination as co-author of Early Fusion for Goal Directed Robotic Vision (2019)
  • ACL Best Paper Nomination as co-author of The Risk of Racial Bias in Hate Speech Detection (2019)
  • CRA-W Grad Cohort Workshop Participant (2018)
  • CRA URMD Grad Cohort Workshop Participant (2018)
  • Phi Beta Kappa (2017) • Weaver Award for Computer Science and Math (2017)
  • David Notkin Endowed Graduate Fellowship in Computer Science & Engineering (2017)
  • ARCS Foundation Fellowship (2017)