Publication Who Says Elephants Can’t Run: Bringing Large Scale MoE Models into Cloud Scale Production Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla December 2022
Publication Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng EMNLP 2022 | December 2022
Publication ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits Arghya Roy Chaudhuri, Pratik Jawanpuria, Bamdev Mishra ACML 2022 | December 2022
Publication XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei EMNLP 2022 | December 2022 Projet
Publication FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu December 2022
Publication Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators Philipp Witte, Russell Hewett, Ranveer Chandra NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 Projet
Publication A Unified Understanding of Deep NLP Models for Text Classification Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) | December 2022, Vol 28(12)
Publication Who Says Elephants Can’t Run: Bringing Large Scale MoE Models into Cloud Scale Production Hany Hassan Awadalla, YOUNG JIN KIM December 2022 Projet
Publication ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
Publication Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator Qie Zhang, Micro Milletari, Yagna Oruganti, Philipp Witte NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 Proposal Track Projet