77 citations · 92 across the 4 of their papers we have counts for
4 papers
Sparse Sinkhorn Attention
Yi Tay, Dara Bahri, Liu Yang +2
We propose Sparse Sinkhorn Attention, a new efficient and sparse method for learning to attend. Our method is based on differentiable sorting of internal representations. Concretel…
Jacobian Adversarially Regularized Networks for Robustness
Alvin Chan, Yi Tay, Yew Soon Ong +1
Adversarial examples are crafted with imperceptible perturbations with the intent to fool neural networks. Against such attacks, adversarial training and its variants stand as the…
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching
Shuohang Wang, Yunshi Lan, Yi Tay +2
Transformer has been successfully applied to many natural language processing tasks. However, for textual sequence matching, simple matching between the representation of a pair of…
Cross Device Matching for Online Advertising with Neural Feature Ensembles : First Place Solution at CIKM Cup 2016
Minh C. Phan, Yi Tay, Tuan-Anh Nguyen Pham
We describe the 1st place winning approach for the CIKM Cup 2016 Challenge. In this paper, we provide an approach to reasonably identify same users across multiple devices based on…