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Towards Unified Prompt Tuning for Few-shot Text Classification



Jianing Wang , Chengyu Wang , Fuli Luo , Chuanqi Tan , Minghui Qiu , Fei Yang , Qiuhui Shi , Songfang Huang , Ming Gao


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KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering



Jianing Wang , Chengyu Wang , Minghui Qiu , Qiuhui Shi , Hongbin Wang , Jun Huang , Ming Gao


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EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing



Chengyu Wang , Minghui Qiu , Taolin Zhang , Tingting Liu , Lei Li , Jianing Wang , Ming Wang , Jun Huang , Wei Lin

* 8 pages 

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Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System



Ding Zou , Wei Wei , Xian-Ling Mao , Ziyang Wang , Minghui Qiu , Feida Zhu , Xin Cao

* Accepted to SIGIR2022 

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Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning



Ziyun Xu , Chengyu Wang , Minghui Qiu , Fuli Luo , Runxin Xu , Songfang Huang , Jun Huang


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DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding



Taolin Zhang , Chengyu Wang , Nan Hu , Minghui Qiu , Chengguang Tang , Xiaofeng He , Jun Huang

* Accepted by AAAI22 

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HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression



Chenhe Dong , Yaliang Li , Ying Shen , Minghui Qiu

* EMNLP 2021 

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SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining



Taolin Zhang , Zerui Cai , Chengyu Wang , Minghui Qiu , Bite Yang , Xiaofeng He

* ACL2021 

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Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification



ChengCheng Han , Zeqiu Fan , Dongxiang Zhang , Minghui Qiu , Ming Gao , Aoying Zhou


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Global Context Enhanced Graph Neural Networks for Session-based Recommendation



Ziyang Wang , Wei Wei , Gao Cong , Xiao-Li Li , Xian-Ling Mao , Minghui Qiu

* SIGIR 2020 
* arXiv admin note: substantial text overlap with arXiv:2011.10173 

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