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Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders


Jun 05, 2022
Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li

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* EACL 2021 

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ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection


May 25, 2022
Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona Diab

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* Preprint 

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SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition


May 24, 2022
Yaoyao Zhong, Weihong Deng, Jiani Hu, Dongyue Zhao, Xian Li, Dongchao Wen

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* IEEE Transactions on Image Processing, 2021 
* 12 pages, 9 figures 

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Lifting the Curse of Multilinguality by Pre-training Modular Transformers


May 12, 2022
Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe

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* NAACL 2022 

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OPT: Open Pre-trained Transformer Language Models


May 05, 2022
Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona Diab, Xian Li, Xi Victoria Lin, Todor Mihaylov, Myle Ott, Sam Shleifer, Kurt Shuster, Daniel Simig, Punit Singh Koura, Anjali Sridhar, Tianlu Wang, Luke Zettlemoyer

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OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision


Apr 29, 2022
Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han

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* WWW 2022 

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ATST: Audio Representation Learning with Teacher-Student Transformer


Apr 26, 2022
Xian Li, Xiaofei Li

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* Submitted to INTERSPEECH2022 

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Unified Speech-Text Pre-training for Speech Translation and Recognition


Apr 11, 2022
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino

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* ACL 2022 main conference 

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Efficient Language Modeling with Sparse all-MLP


Mar 16, 2022
Ping Yu, Mikel Artetxe, Myle Ott, Sam Shleifer, Hongyu Gong, Ves Stoyanov, Xian Li

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