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ISSN: 2666-6510

Graph neural networks: A review of methods and applications

Volume 1, Issue , January 2020, Pages 57-81

Jie Zhou | Ganqu Cui | Shengding Hu | Zhengyan Zhang | Cheng Yang | Zhiyuan Liu | Lifeng Wang | Changcheng Li | Maosong Sun

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Pre-trained models: Past, present and future

Volume 2, Issue , January 2021, Pages 225-250

Xu Han | Zhengyan Zhang | Ning Ding | Yuxian Gu | Xiao Liu | Yuqi Huo | Jiezhong Qiu | Yuan Yao | Ao Zhang | Liang Zhang | Wentao Han | Minlie Huang | Qin Jin | Yanyan Lan | Yang Liu | Zhiyuan Liu | Zhiwu Lu | Xipeng Qiu | Ruihua Song | Jie Tang | Ji Rong Wen | Jinhui Yuan | Wayne Xin Zhao | Jun Zhu

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Advances and challenges in conversational recommender systems: A survey

Volume 2, Issue , January 2021, Pages 100-126

Chongming Gao | Wenqiang Lei | Xiangnan He | Maarten de Rijke | Tat Seng Chua

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Lawformer: A pre-trained language model for Chinese legal long documents

Volume 2, Issue , January 2021, Pages 79-84

Chaojun Xiao | Xueyu Hu | Zhiyuan Liu | Cunchao Tu | Maosong Sun

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A comprehensive survey of entity alignment for knowledge graphs

Volume 2, Issue , January 2021, Pages 1-13

Kaisheng Zeng | Chengjiang Li | Lei Hou | Juanzi Li | Ling Feng

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Neural machine translation: A review of methods, resources, and tools

Volume 1, Issue , January 2020, Pages 5-21

Zhixing Tan | Shuo Wang | Zonghan Yang | Gang Chen | Xuancheng Huang | Maosong Sun | Yang Liu

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Neural, symbolic and neural-symbolic reasoning on knowledge graphs

Volume 2, Issue , January 2021, Pages 14-35

Jing Zhang | Bo Chen | Lingxi Zhang | Xirui Ke | Haipeng Ding

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Data augmentation approaches in natural language processing: A survey

Volume 3, Issue , January 2022, Pages 71-90

Bohan Li | Yutai Hou | Wanxiang Che

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Extracting Events and Their Relations from Texts: A Survey on Recent Research Progress and Challenges

Volume 1, Issue , January 2020, Pages 22-39

Kang Liu | Yubo Chen | Jian Liu | Xinyu Zuo | Jun Zhao

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CPM: A large-scale generative Chinese Pre-trained language model

Volume 2, Issue , January 2021, Pages 93-99

Zhengyan Zhang | Xu Han | Hao Zhou | Pei Ke | Yuxian Gu | Deming Ye | Yujia Qin | Yusheng Su | Haozhe Ji | Jian Guan | Fanchao Qi | Xiaozhi Wang | Yanan Zheng | Guoyang Zeng | Huanqi Cao | Shengqi Chen | Daixuan Li | Zhenbo Sun | Zhiyuan Liu | Minlie Huang | Wentao Han | Jie Tang | Juanzi Li | Xiaoyan Zhu | Maosong Sun

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Network representation learning: A macro and micro view

Volume 2, Issue , January 2021, Pages 43-64

Xueyi Liu | Jie Tang

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CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models

Volume 2, Issue , January 2021, Pages 127-134

Yusheng Su | Xu Han | Zhengyan Zhang | Yankai Lin | Peng Li | Zhiyuan Liu | Jie Zhou | Maosong Sun

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Survey: Transformer based video-language pre-training

Volume 3, Issue , January 2022, Pages 1-13

Ludan Ruan | Qin Jin

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CPM-2: Large-scale cost-effective pre-trained language models

Volume 2, Issue , January 2021, Pages 216-224

Zhengyan Zhang | Yuxian Gu | Xu Han | Shengqi Chen | Chaojun Xiao | Zhenbo Sun | Yuan Yao | Fanchao Qi | Jian Guan | Pei Ke | Yanzheng Cai | Guoyang Zeng | Zhixing Tan | Zhiyuan Liu | Minlie Huang | Wentao Han | Yang Liu | Xiaoyan Zhu | Maosong Sun

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WuDaoCorpora: A super large-scale Chinese corpora for pre-training language models

Volume 2, Issue , January 2021, Pages 65-68

Sha Yuan | Hanyu Zhao | Zhengxiao Du | Ming Ding | Xiao Liu | Yukuo Cen | Xu Zou | Zhilin Yang | Jie Tang

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A comprehensive review on resolving ambiguities in natural language processing

Volume 2, Issue , January 2021, Pages 85-92

Apurwa Yadav | Aarshil Patel | Manan Shah

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User behavior modeling for Web search evaluation

Volume 1, Issue , January 2020, Pages 40-56

Fan Zhang | Yiqun Liu | Jiaxin Mao | Min Zhang | Shaoping Ma

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Rule-based data augmentation for knowledge graph embedding

Volume 2, Issue , January 2021, Pages 186-196

Guangyao Li | Zequn Sun | Lei Qian | Qiang Guo | Wei Hu

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Know what you don't need: Single-Shot Meta-Pruning for attention heads

Volume 2, Issue , January 2021, Pages 36-42

Zhengyan Zhang | Fanchao Qi | Zhiyuan Liu | Qun Liu | Maosong Sun

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Learning towards conversational AI: A survey

Volume 3, Issue , January 2022, Pages 14-28

Tingchen Fu | Shen Gao | Xueliang Zhao | Ji rong Wen | Rui Yan

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A survey on heterogeneous information network based recommender systems: Concepts, methods, applications and resources

Volume 3, Issue , January 2022, Pages 40-57

Jiawei Liu | Chuan Shi | Cheng Yang | Zhiyuan Lu | Philip S. Yu

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Structure-enhanced meta-learning for few-shot graph classification

Volume 2, Issue , January 2021, Pages 160-167

Shunyu Jiang | Fuli Feng | Weijian Chen | Xiang Li | Xiangnan He

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The road from MLE to EM to VAE: A brief tutorial

Volume 3, Issue , January 2022, Pages 29-34

Ming Ding

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Heterogeneous graph knowledge enhanced stock market prediction

Volume 2, Issue , January 2021, Pages 168-174

Kai Xiong | Xiao Ding | Li Du | Ting Liu | Bing Qin

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A survey of transformers

Volume 3, Issue , January 2022, Pages 111-132

Tianyang Lin | Yuxin Wang | Xiangyang Liu | Xipeng Qiu

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