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Richong Zhang

AdversarialWord Dilution as Text Data Augmentation in Low-Resource Regime

May 16, 2023
Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao

* Preprint, Accepted by AAAI 2023

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ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification

May 16, 2023
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu

* Accepted at AAAI 2022

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Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction

Feb 28, 2023
Kai Sun, Richong Zhang, Samuel Mensah, Nikolaos Aletras, Yongyi Mao, Xudong Liu

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* Accepted at TheWebConf 2023

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Cross Domain Few-Shot Learning via Meta Adversarial Training

Mar 01, 2022
Jirui Qi, Richong Zhang, Chune Li, Yongyi Mao

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* 6 pages including references, submitted to ACL2021

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Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation

Jan 21, 2022
Qianben Chen, Richong Zhang, Yaowei Zheng, Yongyi Mao

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* 8 pages, 4 figures, under review

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Robust Regularization with Adversarial Labelling of Perturbed Samples

May 28, 2021
Xiaohui Guo, Richong Zhang, Yaowei Zheng, Yongyi Mao

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* Accepted to IJCAI2021

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Regularizing Neural Networks via Adversarial Model Perturbation

Oct 10, 2020
Yaowei Zheng, Richong Zhang, Yongyi Mao

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* 14 pages, 11 figures, submitted to AAAI 2021

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Neural Dialogue State Tracking with Temporally Expressive Networks

Oct 03, 2020
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu

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* Accepted by Findings of EMNLP 2020

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Parallel Interactive Networks for Multi-Domain Dialogue State Generation

Oct 03, 2020
Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu

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* Accepted by EMNLP 2020

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