Search Results for author: Shuguang Liu

Found 5 papers, 1 papers with code

Decipher soil organic carbon dynamics and driving forces across China using machine learning

no code implementations Global Change Biology 2022 Huiwen Li, Yiping Wu, Shuguang Liu, Jingfeng Xiao, Wenzhi Zhao, Ji Chen, Georgii Alexandrov, Yue Cao

Additionally, the national cropland topsoil organic carbon increased with a rate of 23. 6 ± 7. 6 g C m−2 yr−1since the 1980s, and the widely applied nitrogenous fertilizer was a key stimulus.

XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation

2 code implementations3 Apr 2020 Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, Ming Zhou

In this paper, we introduce XGLUE, a new benchmark dataset that can be used to train large-scale cross-lingual pre-trained models using multilingual and bilingual corpora and evaluate their performance across a diverse set of cross-lingual tasks.

Natural Language Understanding XLM-R

PCM and APCM Revisited: An Uncertainty Perspective

no code implementations27 Oct 2016 Peixin Hou, Hao Deng, Jiguang Yue, Shuguang Liu

Experiments show that parameters $\sigma_v$ and $\alpha$ make the clustering process more easy to control, and main features of PCM and APCM are unified in this new clustering framework (UPCM).

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