GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model
Tan, Shicheng, Weng Lam Tam, Wang, Yuanchun, Gong, Wenwen, Yang, Yang, Tang, Hongyin, He, Keqing, Liu, Jiahao, Wang, Jingang, Zhao, Shu, Zhang, Peng, Tang, Jie
Published in arXiv.org (11.06.2023)
Published in arXiv.org (11.06.2023)
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Journal Article
A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition
Dong, Guanting, Wang, Zechen, Wang, Liwen, Guo, Daichi, Fu, Dayuan, Wu, Yuxiang, Zeng, Chen, Li, Xuefeng, Tingfeng Hui, He, Keqing, Cui, Xinyue, Gao, Qixiang, Xu, Weiran
Published in arXiv.org (12.04.2023)
Published in arXiv.org (12.04.2023)
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Journal Article
BPCE: A Prototype for Co-Evolution between Business Process Variants through Configurable Process Model
Liu, Linyue, Guo, Xi, Ouyang, Chun, Hung, Patrick C K, Hong-Yu, Zhang, He, Keqing, Chen, Mo, Feng, Zaiwen
Published in arXiv.org (30.03.2023)
Published in arXiv.org (30.03.2023)
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Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
Wu, Yanan, Zeng, Zhiyuan, He, Keqing, Xu, Hong, Yuanmeng Yan, Jiang, Huixing, Xu, Weiran
Published in arXiv.org (29.05.2021)
Published in arXiv.org (29.05.2021)
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Revisit Out-Of-Vocabulary Problem for Slot Filling: A Unified Contrastive Frameword with Multi-level Data Augmentations
Guo, Daichi, Dong, Guanting, Fu, Dayuan, Wu, Yuxiang, Zeng, Chen, Tingfeng Hui, Wang, Liwen, Li, Xuefeng, Wang, Zechen, He, Keqing, Cui, Xinyue, Xu, Weiran
Published in arXiv.org (27.02.2023)
Published in arXiv.org (27.02.2023)
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Automatic Semantic Modeling by Cross-Modal Retrieval
Xu, Ruiqing, Mayer, Wolfgang, Wang, Yulong, Zhang, Hong-Yu, Ning, Da, Duan, Yucong, He, Keqing, Feng, Zaiwen
Published in 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys) (01.12.2022)
Published in 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys) (01.12.2022)
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Conference Proceeding
An Ontology-based Method for Heterogeneous Data Governance with MFI and MDR
Du, Zhihong, Xu, Duo, Huang, Danruo, Hu, Yuren, He, Keqing, Wang, Chong, Wang, Jian, Zhang, Hong-Yu, Mayer, Wolfgang, Duan, Yucong, Wang, Ying, Feng, Zaiwen
Published in 2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys) (17.12.2023)
Published in 2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys) (17.12.2023)
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Conference Proceeding
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems
Zeng, Weihao, He, Keqing, Wang, Zechen, Fu, Dayuan, Dong, Guanting, Geng, Ruotong, Wang, Pei, Wang, Jingang, Sun, Chaobo, Wu, Wei, Xu, Weiran
Published in arXiv.org (23.12.2022)
Published in arXiv.org (23.12.2022)
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A Spatial-Temporal Graph Neural Network Framework for Automated Software Bug Triaging
Wu, Hongrun, Ma, Yutao, Xiang, Zhenglong, Chen, Yang, He, Keqing
Published in arXiv.org (28.01.2021)
Published in arXiv.org (28.01.2021)
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PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling
Dong, Guanting, Guo, Daichi, Wang, Liwen, Li, Xuefeng, Wang, Zechen, Zeng, Chen, He, Keqing, Zhao, Jinzheng, Hao Lei, Cui, Xinyue, Huang, Yi, Feng, Junlan, Xu, Weiran
Published in arXiv.org (15.09.2022)
Published in arXiv.org (15.09.2022)
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Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
Zeng, Zhiyuan, He, Keqing, Yuanmeng Yan, Liu, Zijun, Wu, Yanan, Xu, Hong, Jiang, Huixing, Xu, Weiran
Published in arXiv.org (29.05.2021)
Published in arXiv.org (29.05.2021)
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Learning Label-Relational Output Structure for Adaptive Sequence Labeling
He, Keqing, Yan, Yuanmeng, Xu, Hong, Liu, Sihong, Liu, Zijun, Xu, Weiran
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
Published in 2020 International Joint Conference on Neural Networks (IJCNN) (01.07.2020)
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Conference Proceeding
TODSum: Task-Oriented Dialogue Summarization with State Tracking
Zhao, Lulu, Zheng, Fujia, He, Keqing, Zeng, Weihao, Yuejie Lei, Jiang, Huixing, Wu, Wei, Xu, Weiran, Guo, Jun, Meng, Fanyu
Published in arXiv.org (25.10.2021)
Published in arXiv.org (25.10.2021)
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A Graph-based Approach for Integrating Biological Heterogeneous Data Based on Connecting Ontology
Zhang, Shilong, Tang, Yue, Yan, Jing, Li, Linye, Li, Tong, Li, Jixiang, Xie, Peilin, Gu, Yuanshuai, Xu, Jiakang, Feng, Zaiwen, Zhang, Wen, Xia, Jingbo, Mayer, Wolfgang, Zhang, Hong-Yu, He, Guang-Cun, He, Keqing
Published in 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (09.12.2021)
Published in 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (09.12.2021)
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Conference Proceeding
Rationale management challenges in requirements engineering
Liang, Peng, Avgeriou, Paris, He, Keqing
Published in 2010 Third International Workshop on Managing Requirements Knowledge (01.09.2010)
Published in 2010 Third International Workshop on Managing Requirements Knowledge (01.09.2010)
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Conference Proceeding
A Complexity Metrics Set for Large-Scale Object-Oriented Software Systems
Ma, Yutao, He, Keqing, Du, Dehui, Liu, Jing, Yan, Yulan
Published in The Sixth IEEE International Conference on Computer and Information Technology (CIT'06) (01.09.2006)
Published in The Sixth IEEE International Conference on Computer and Information Technology (CIT'06) (01.09.2006)
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