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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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SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint


Dec 09, 2020
Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin


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DeepMap: Learning Deep Representations for Graph Classification


Apr 05, 2020
Wei Ye, Omid Askarisichani, Alex Jones, Ambuj Singh

* arXiv admin note: text overlap with arXiv:2002.09846 

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Incorporating User's Preference into Attributed Graph Clustering


Mar 24, 2020
Wei Ye, Dominik Mautz, Christian Boehm, Ambuj Singh, Claudia Plant


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Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning


Feb 25, 2020
Wei Ye, Rui Xie, Jinglei Zhang, Tianxiang Hu, Xiaoyin Wang, Shikun Zhang

* Published at The Web Conference (WWW) 2020, full paper 

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Tree++: Truncated Tree Based Graph Kernels


Feb 23, 2020
Wei Ye, Zhen Wang, Rachel Redberg, Ambuj Singh


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Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data


Jun 21, 2019
Wei Ye, Bo Li, Rui Xie, Zhonghao Sheng, Long Chen, Shikun Zhang


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