How Reliable are Model Diagnostics? - Vamsi Aribandi; Yi Tay; Donald Metzler (ACL/IJCNLP (Findings), 2021)

Are Pretrained Convolutions Better than Pretrained Transformers? - Yi Tay; Mostafa Dehghani 001; Jai Prakash Gupta 001; Vamsi Aribandi; Dara Bahri; Zhen Qin 001; Donald Metzler (ACL/IJCNLP (1), 2021)

OmniNet: Omnidirectional Representations from Transformers. - Yi Tay; Mostafa Dehghani 001; Vamsi Aribandi; Jai Prakash Gupta 001; Philip Pham; Zhen Qin 001; Dara Bahri; Da-Cheng Juan; Donald Metzler (ICML, 2021)

Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS. - Manas Gaur; Vamsi Aribandi; Amanuel Alambo; Ugur Kursuncu; Krishnaprasad Thirunarayan; Jonanthan Beich; Jyotishman Pathak; Amit P. Sheth (CoRR, 2021)

Are Pre-trained Convolutions Better than Pre-trained Transformers? - Yi Tay; Mostafa Dehghani 001; Jai Prakash Gupta 001; Dara Bahri; Vamsi Aribandi; Zhen Qin 001; Donald Metzler (CoRR, 2021)

Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS. - Manas Gaur; Vamsi Aribandi; Amanuel Alambo; Ugur Kursuncu; Krishnaprasad Thirunarayan; Jonanthan Beich; Jyotishman Pathak; Amit P. Sheth (Zenodo, 2021)

ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning. - Vamsi Aribandi; Yi Tay; Tal Schuster; Jinfeng Rao; Huaixiu Steven Zheng; Sanket Vaibhav Mehta; Honglei Zhuang; Vinh Q. Tran 002; Dara Bahri; Jianmo Ni; Jai Prakash Gupta 001; Kai Hui 001; et al. (ICLR, 2022)

HyperPrompt: Prompt-based Task-Conditioning of Transformers. - Yun He; Huaixiu Steven Zheng; Yi Tay; Jai Prakash Gupta 001; Yu Du; Vamsi Aribandi; Zhe Zhao 001; YaGuang Li; Zhao Chen; Donald Metzler; Heng-Tze Cheng; Ed H. Chi (ICML, 2022)