Search Results for author: Hongyuan Dong

Found 3 papers, 3 papers with code

MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification

1 code implementation15 Jun 2023 Hongyuan Dong, Weinan Zhang, Wanxiang Che

Despite the promising prospects, the performance of prompting model largely depends on the design of prompt template and verbalizer.

Few-Shot Text Classification text-classification

MetaPrompting: Learning to Learn Better Prompts

1 code implementation COLING 2022 Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che

Prompting method is regarded as one of the crucial progress for few-shot nature language processing.

Meta-Learning

Variational Autoencoder for Anti-Cancer Drug Response Prediction

3 code implementations22 Aug 2020 Hongyuan Dong, Jiaqing Xie, Zhi Jing, Dexin Ren

Additionally, we show that our model can generates effective drug compounds not previously used for specific cancer cell lines.

Drug Response Prediction

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