Search Results for author: Chenghong Zhang

Found 3 papers, 2 papers with code

EWMoE: An effective model for global weather forecasting with mixture-of-experts

1 code implementation9 May 2024 Lihao Gan, Xin Man, Chenghong Zhang, Jie Shao

Weather forecasting is a crucial task for meteorologic research, with direct social and economic impacts.

Weather Forecasting

I$^2$KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding

no code implementations4 Oct 2023 Tianjun Mao, Chenghong Zhang

Despite of the success of existing zero-shot cross-lingual SLU models, most of them neglect to achieve the mutual guidance between intent and slots.

Intent Detection Knowledge Distillation +3

W-MAE: Pre-trained weather model with masked autoencoder for multi-variable weather forecasting

2 code implementations18 Apr 2023 Xin Man, Chenghong Zhang, Jin Feng, Changyu Li, Jie Shao

On the temporal scale, we fine-tune the pre-trained W-MAE to predict the future states of meteorological variables, thereby modeling the temporal dependencies present in weather data.

Precipitation Forecasting Weather Forecasting

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