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Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation


Oct 19, 2022
Botao Yu, Peiling Lu, Rui Wang, Wei Hu, Xu Tan, Wei Ye, Shikun Zhang, Tao Qin, Tie-Yan Liu

* Accepted by the Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022) 

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Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs


Sep 02, 2022
Zile Qiao, Wei Ye, Tong Zhang, Tong Mo, Weiping Li, Shikun Zhang

* COLING 2022 

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Frequency-Aware Contrastive Learning for Neural Machine Translation


Dec 29, 2021
Tong Zhang, Wei Ye, Baosong Yang, Long Zhang, Xingzhang Ren, Dayiheng Liu, Jinan Sun, Shikun Zhang, Haibo Zhang, Wen Zhao

* Published at AAAI 2022 

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Cross-document Event Identity via Dense Annotation


Sep 14, 2021
Adithya Pratapa, Zhengzhong Liu, Kimihiro Hasegawa, Linwei Li, Yukari Yamakawa, Shikun Zhang, Teruko Mitamura

* CoNLL 2021 camera-ready 

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A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data


Sep 08, 2021
Shikun Zhang, Omid Jafari, Parth Nagarkar


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Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting


Jul 12, 2021
Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang

* Accepted at SIGIR2021 

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Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder


Jul 01, 2021
Xiangyu Xi, Wei Ye, Shikun Zhang, Quanxiu Wang, Huixing Jiang, Wei Wu

* ACL-IJCNLP 2021 

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Unsupervised Out-of-Domain Detection via Pre-trained Transformers


Jun 02, 2021
Keyang Xu, Tongzheng Ren, Shikun Zhang, Yihao Feng, Caiming Xiong

* Accepted by ACL 2021. Code is available at https://github.com/rivercold/BERT-unsupervised-OOD 

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Multi-view Inference for Relation Extraction with Uncertain Knowledge


Apr 28, 2021
Bo Li, Wei Ye, Canming Huang, Shikun Zhang

* Published at AAAI 2021, full paper 

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Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach


Mar 30, 2021
Rui Xie, Wei Ye, Jinan Sun, Shikun Zhang

* Accepted in ICPC 2021(https://conf.researchr.org/details/icpc-2021/icpc-2021-research/13/Exploiting-Method-Names-to-Improve-Code-Summarization-A-Deliberation-Multi-Task-Lear

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