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Technical Report for Argoverse2 Challenge 2022 -- Motion Forecasting Task



Chen Zhang , Honglin Sun , Chen Chen , Yandong Guo


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AutoDisc: Automatic Distillation Schedule for Large Language Model Compression



Chen Zhang , Yang Yang , Qifan Wang , Jiahao Liu , Jingang Wang , Wei Wu , Dawei Song

* Work in progress. Code will be available soon 

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Making Pre-trained Language Models Good Long-tailed Learners



Chen Zhang , Lei Ren , Jingang Wang , Wei Wu , Dawei Song

* Work in progress. The code will be available soon 

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NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality



Xu Tan , Jiawei Chen , Haohe Liu , Jian Cong , Chen Zhang , Yanqing Liu , Xi Wang , Yichong Leng , Yuanhao Yi , Lei He , Frank Soong , Tao Qin , Sheng Zhao , Tie-Yan Liu

* 19 pages, 3 figures, 8 tables 

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Adaptable Text Matching via Meta-Weight Regulator



Bo Zhang , Chen Zhang , Fang Ma , Dawei Song

* 10 pages, accepted to SIGIR 2022 

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Split Hierarchical Variational Compression



Tom Ryder , Chen Zhang , Ning Kang , Shifeng Zhang


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Automatic Song Translation for Tonal Languages



Fenfei Guo , Chen Zhang , Zhirui Zhang , Qixin He , Kejun Zhang , Jun Xie , Jordan Boyd-Graber

* Accepted at Findings of ACL 2022, 15 pages, 4 Tables and 10 Figures 

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Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges



Shikib Mehri , Jinho Choi , Luis Fernando D'Haro , Jan Deriu , Maxine Eskenazi , Milica Gasic , Kallirroi Georgila , Dilek Hakkani-Tur , Zekang Li , Verena Rieser , Samira Shaikh , David Traum , Yi-Ting Yeh , Zhou Yu , Yizhe Zhang , Chen Zhang

* Report from the NSF AED Workshop (http://dialrc.org/AED/

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L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment



Eric Guizzo , Christian Marinoni , Marco Pennese , Xinlei Ren , Xiguang Zheng , Chen Zhang , Bruno Masiero , Aurelio Uncini , Danilo Comminiello

* Accepted to 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022). arXiv admin note: substantial text overlap with arXiv:2104.05499 

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S3T: Self-Supervised Pre-training with Swin Transformer for Music Classification



Hang Zhao , Chen Zhang , Belei Zhu , Zejun Ma , Kejun Zhang

* Accepted by ICASSP2022 

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