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Advancing how machines understand and generate human language across speech, text, and translation.

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Date de publication

Publication

Taming Sparsely Activated Transformer with Stochastic Experts.

Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Tuo Zhao, Jianfeng Gao, Hany Hassan Awadalla

October 2021

Publication

Very Deep Transformers for Neural Machine Translation

Xiaodong Liu, Kevin Duh, Liyuan Liu, Jianfeng Gao

October 2021

Github

Publication

Learning to Ground Visual Objects for Visual Dialog

Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang (姜大昕)

EMNLP 2021 | October 2021

Publication

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy

Colin Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy

Empirical Methods in Natural Language Processing | October 2021

Projet Projet

Publication

Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance

Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury

EMNLP 2021 | October 2021

Github

Publication

Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving

Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie

EMNLP 2021 | October 2021

Publication

MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs

Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei

EMNLP 2021 | October 2021

Publication

Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding

Yingmei Guo, Linjun Shou (寿林钧), Jian Pei, Ming Gong (YIMING), Mingxing Xu, Zhiyong Wu, Daxin Jiang (姜大昕)

EMNLP 2021 | October 2021

Publication

Finetuning Pretrained Transformers into RNNs

Jungo Kasai, Hao Peng, Yizhe Zhang, Dani Yogatama, Gabriel Ilharco, Nikolaos Pappas, Yi Mao, Weizhu Chen, Noah A. Smith

EMNLP 2021 | October 2021

Publication

“The Smartest Decision for My Future”: Social Media Reveals Challenges and Stress During Post-College Life Transition

Crystal Gong, Koustuv Saha, Stevie Chancellor

Proceedings of the ACM on Human-Computer Interaction | October 2021, Vol 5(CSCW2)