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Lei Shu

Nanjing Agricultural University

Adapting a Language Model While Preserving its General Knowledge


Jan 21, 2023
Zixuan Ke, Yijia Shao, Haowei Lin, Hu Xu, Lei Shu, Bing Liu

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* EMNLP 2022 

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Continual Training of Language Models for Few-Shot Learning


Oct 11, 2022
Zixuan Ke, Haowei Lin, Yijia Shao, Hu Xu, Lei Shu, Bing Liu

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* EMNLP 2022 

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Zero-Shot Aspect-Based Sentiment Analysis


Feb 15, 2022
Lei Shu, Hu Xu, Bing Liu, Jiahua Chen

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Measuring and Reducing Model Update Regression in Structured Prediction for NLP


Feb 07, 2022
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang

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Continual Learning with Knowledge Transfer for Sentiment Classification


Dec 18, 2021
Zixuan Ke, Bing Liu, Hao Wang, Lei Shu

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* ECML-PKDD 2020 

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CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks


Dec 05, 2021
Zixuan Ke, Bing Liu, Hu Xu, Lei Shu

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* EMNLP 2021 

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Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning


Dec 05, 2021
Zixuan Ke, Bing Liu, Nianzu Ma, Hu Xu, Lei Shu

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* NeurIPS 2021 

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TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning


Nov 09, 2021
Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier

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* Work in progress 

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Tea Chrysanthemum Detection under Unstructured Environments Using the TC-YOLO Model


Nov 04, 2021
Chao Qi, Junfeng Gao, Simon Pearson, Helen Harman, Kunjie Chen, Lei Shu

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