Ph.D. student at Stanford University

I work in the intersection of machine learning and natural language processing, with a focus on dialogue systems.


Revisiting Few-sample BERT Fine-tuning

Under Submission
Tianyi Zhang*, Felix Wu*, Arzoo Katiyar, Kilian Q. Weinberger, Yoav Artzi
paper code

Identifying Mislabeled Data using the Area Under the Margin Ranking

Under Submission
Geoff Pleiss, Tianyi Zhang, Ethan R. Elenberg, Kilian Q. Weinberger

BERTScore: Evaluating Text Generation with BERT

ICLR 2020
Tianyi Zhang*, Varsha Kishore*, Felix Wu*, Kilian Q. Weinberger, Yoav Artzi
paper code

QPyTorch: A Low-Precision Arithmetic Simulation Framework

NeurIPS 2019 Workshop
Tianyi Zhang, Zhiqiu Lin, Guandao Yang, Christopher De Sa
paper code poster

Simplifying Graph Convolutional Networks

ICML 2019
Felix Wu*, Tianyi Zhang*, Amauri Holanda de Souza Jr*., Christopher Fifty, Tao Yu, Kilian Q. Weinberger
paper code poster

Stochastic Weight Averaging in Low-Precision Training

ICML 2019
Guandao Yang, Tianyi Zhang, Polina Kirichenko, Junwen Bai , Andrew Gordon Wilson, Christopher De Sa
paper code poster talk