About Me

I am an M.Sc. student in Data Science @Technion - Israel Institute of Technology under the supervision of Professor Roi Reichart. The topics of my research are NLP and causal inference.

Publications

CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior

Eldar David Abraham¹, Karel D’Oosterlinck²ʼ³, Amir Feder¹, Yair Ori Gat¹, Atticus Geiger², Christopher Potts², Roi Reichart¹, Zhengxuan Wu²

¹Technion – Israel Institute of Technology   ²Stanford University   ³Ghent University.

All authors contributed equally; Names are in alphabetic order. NeuRIPS 2022

Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals.

Yair Ori Gat (+), Nitay Calderon (+), Alexander Chapanin, Amir Feder, Amit Sharma and Roi Reichart.

(+) Authors equally contributed to the paper.