Search Results for author: Zhonghua Zheng

Found 3 papers, 0 papers with code

Building Emotional Support Chatbots in the Era of LLMs

no code implementations17 Aug 2023 Zhonghua Zheng, Lizi Liao, Yang Deng, Liqiang Nie

The integration of emotional support into various conversational scenarios presents profound societal benefits, such as social interactions, mental health counseling, and customer service.

In-Context Learning Navigate

HyperTime: Hyperparameter Optimization for Combating Temporal Distribution Shifts

no code implementations28 May 2023 Shaokun Zhang, Yiran Wu, Zhonghua Zheng, Qingyun Wu, Chi Wang

In this work, we propose a hyperparameter optimization method named \emph{HyperTime} to find hyperparameters robust to potential temporal distribution shifts in the unseen test data.

Hyperparameter Optimization Philosophy

Unsupervised Regionalization of Particle-resolved Aerosol Mixing State Indices on the Global Scale

no code implementations6 Dec 2020 Zhonghua Zheng, Joseph Ching, Jeffrey H. Curtis, Yu Yao, Peng Xu, Matthew West, Nicole Riemer

Here we developed a simple but effective unsupervised learning approach to regionalize predictions of global aerosol mixing state indices.

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