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STCA Semantics and Knowledge Team

Publications

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- Detection Is Better Than Cure: A Cloud Incidents Perspective
  
  A. Parayil, Supriyo GHOSH, Yu Kang, Minghua Ma, Chetan Bansal, Suman Nath, Jonathan Mace, Vaibhav Ganatra
  
  ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
  
  Publication
- HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations
  
  Jia-chen Gu, Chao-Hong Tan,, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | May 2022
  
  Publication
- Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
  
  Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang (姜大昕)
  
  NAACL 2022 | April 2022
  
  Publication
- Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations
  
  Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Nan Duan
  
  ACL 2022 | April 2022
  
  Publication
- EventBERT: A Pre-Trained Model for Event Correlation Reasoning
  
  Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang (姜大昕)
  
  TheWebConf 2022 | April 2022
  
  Publication
- TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
  
  Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | March 2022
  
  Publication
- Multimodal Dialogue Response Generation
  
  Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
  
  Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training
  
  Jia Li, Chongyang Tao, Huang Hu, Can Xu, Yining Chen, Daxin Jiang (姜大昕)
  
  WSDM ’22 | February 2022
  
  Publication
- PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings
  
  Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  February 2022
  
  Publication
- Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation
  
  Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang (姜大昕)
  
  NeurIPS 2021 | December 2021
  
  Publication
- Learning Neural Templates for Recommender Dialogue System
  
  Zujie Liang, Huang Hu, Can Xu, Jian Miao, Yingying He, Yining Chen, Xiubo Geng, Fan Liang, Daxin Jiang (姜大昕)
  
  EMNLP 2021 | November 2021
  
  Publication
- Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning
  
  Chongyang Tao, Jiazhan Feng, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang (姜大昕)
  
  October 2021
  
  Publication
- Learning to Ground Visual Objects for Visual Dialog
  
  Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang (姜大昕)
  
  EMNLP 2021 | October 2021
  
  Publication
- MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering
  
  Qian Liu, Xiubo Geng, Heyan Huang, Tao Qin, Jie Lu, Daxin Jiang (姜大昕)
  
  The IEEE Transactions on Neural Networks and Learning System | September 2021
  
  Publication
- A Survey on Response Selection for Retrieval-based Dialogues
  
  Chongyang Tao, Jiazhan Feng, Wei Wu, Rui Yan, Daxin Jiang (姜大昕)
  
  IJCAI 2021 | August 2021
  
  Publication
- ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
  
  Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- Reasoning over Entity-Action-Location Graph for Procedural Text Understanding
  
  Hao Huang, Xiubo Geng, Jian Pei, Guodong long, Daxin Jiang (姜大昕)
  
  ACL | August 2021
  
  Publication
- Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph
  
  Yucheng Zhou, Xiubo Geng, Tao Shen, Wenqiang Zhang, Daxin Jiang (姜大昕)
  
  NAACL | June 2021
  
  Publication
- Knowledge-Aware Procedual Text Understanding with Multi-Stage Training
  
  Zhihan Zhang, Xiubo Geng, Tao Qin, Yunfang Wu, Daxin Jiang (姜大昕)
  
  2021 The Web Conference | June 2021
  
  Publication
- Pivot-Based Candidate Retrieval for Cross-lingual Entity Linking
  
  Qian Liu, Xiubo Geng, Jie Lu, Daxin Jiang (姜大昕)
  
  2021 The Web Conference | June 2021
  
  Publication
- Maria: A Visual Experience Powered Conversational Agent
  
  Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Liang Fan, Daxin Jiang (姜大昕)
  
  ACL 2021 | May 2021
  
  Publication
- Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
  
  Ruijian Xu, Chongyang Tao, Daxin Jiang (姜大昕), Xueliang Zhao, Rui Yan, Dongyan Zhao
  
  AAAI 2021 | February 2021
  
  Publication
- Towards Interpretable Reasoning over Paragraph Effects in Situation
  
  Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang (姜大昕)
  
  EMNLP | November 2020
  
  Publication
- Zero-Resource Knowledge-Grounded Dialogue Generation
  
  Linxiao Li, Can Xu, Wei Wu, Yufan Zhao, Xueliang Zhao, Chongyang Tao
  
  2020 Neural Information Processing Systems | July 2020
  
  PDF PDF Publication Publication Publication

- Detection Is Better Than Cure: A Cloud Incidents Perspective
  
  A. Parayil, Supriyo GHOSH, Yu Kang, Minghua Ma, Chetan Bansal, Suman Nath, Jonathan Mace, Vaibhav Ganatra
  
  ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
  
  Publication
- HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations
  
  Jia-chen Gu, Chao-Hong Tan,, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | May 2022
  
  Publication
- Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
  
  Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang (姜大昕)
  
  NAACL 2022 | April 2022
  
  Publication
- Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations
  
  Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Nan Duan
  
  ACL 2022 | April 2022
  
  Publication
- TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
  
  Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | March 2022
  
  Publication
- Multimodal Dialogue Response Generation
  
  Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
  
  Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings
  
  Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  February 2022
  
  Publication
- Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation
  
  Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang (姜大昕)
  
  NeurIPS 2021 | December 2021
  
  Publication
- Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning
  
  Chongyang Tao, Jiazhan Feng, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang (姜大昕)
  
  October 2021
  
  Publication
- MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering
  
  Qian Liu, Xiubo Geng, Heyan Huang, Tao Qin, Jie Lu, Daxin Jiang (姜大昕)
  
  The IEEE Transactions on Neural Networks and Learning System | September 2021
  
  Publication
- Reasoning over Entity-Action-Location Graph for Procedural Text Understanding
  
  Hao Huang, Xiubo Geng, Jian Pei, Guodong long, Daxin Jiang (姜大昕)
  
  ACL | August 2021
  
  Publication
- A Survey on Response Selection for Retrieval-based Dialogues
  
  Chongyang Tao, Jiazhan Feng, Wei Wu, Rui Yan, Daxin Jiang (姜大昕)
  
  IJCAI 2021 | August 2021
  
  Publication
- ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
  
  Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- Knowledge-Aware Procedual Text Understanding with Multi-Stage Training
  
  Zhihan Zhang, Xiubo Geng, Tao Qin, Yunfang Wu, Daxin Jiang (姜大昕)
  
  2021 The Web Conference | June 2021
  
  Publication
- Pivot-Based Candidate Retrieval for Cross-lingual Entity Linking
  
  Qian Liu, Xiubo Geng, Jie Lu, Daxin Jiang (姜大昕)
  
  2021 The Web Conference | June 2021
  
  Publication
- Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph
  
  Yucheng Zhou, Xiubo Geng, Tao Shen, Wenqiang Zhang, Daxin Jiang (姜大昕)
  
  NAACL | June 2021
  
  Publication
- Maria: A Visual Experience Powered Conversational Agent
  
  Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Liang Fan, Daxin Jiang (姜大昕)
  
  ACL 2021 | May 2021
  
  Publication
- Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
  
  Ruijian Xu, Chongyang Tao, Daxin Jiang (姜大昕), Xueliang Zhao, Rui Yan, Dongyan Zhao
  
  AAAI 2021 | February 2021
  
  Publication
- Towards Interpretable Reasoning over Paragraph Effects in Situation
  
  Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang (姜大昕)
  
  EMNLP | November 2020
  
  Publication
- Zero-Resource Knowledge-Grounded Dialogue Generation
  
  Linxiao Li, Can Xu, Wei Wu, Yufan Zhao, Xueliang Zhao, Chongyang Tao
  
  2020 Neural Information Processing Systems | July 2020
  
  PDF PDF Publication Publication Publication
- Detection Is Better Than Cure: A Cloud Incidents Perspective
  
  A. Parayil, Supriyo GHOSH, Yu Kang, Minghua Ma, Chetan Bansal, Suman Nath, Jonathan Mace, Vaibhav Ganatra
  
  ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
  
  Publication
- Detection Is Better Than Cure: A Cloud Incidents Perspective
  
  A. Parayil, Supriyo GHOSH, Yu Kang, Minghua Ma, Chetan Bansal, Suman Nath, Jonathan Mace, Vaibhav Ganatra
  
  ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
  
  Publication
- Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations
  
  Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Nan Duan
  
  ACL 2022 | April 2022
  
  Publication
- TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
  
  Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | March 2022
  
  Publication
- PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
  
  Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training
  
  Jia Li, Chongyang Tao, Huang Hu, Can Xu, Yining Chen, Daxin Jiang (姜大昕)
  
  WSDM ’22 | February 2022
  
  Publication
- Pivot-Based Candidate Retrieval for Cross-lingual Entity Linking
  
  Qian Liu, Xiubo Geng, Jie Lu, Daxin Jiang (姜大昕)
  
  2021 The Web Conference | June 2021
  
  Publication
- HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations
  
  Jia-chen Gu, Chao-Hong Tan,, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | May 2022
  
  Publication
- EventBERT: A Pre-Trained Model for Event Correlation Reasoning
  
  Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang (姜大昕)
  
  TheWebConf 2022 | April 2022
  
  Publication
- PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
  
  Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings
  
  Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  February 2022
  
  Publication
- Learning Neural Templates for Recommender Dialogue System
  
  Zujie Liang, Huang Hu, Can Xu, Jian Miao, Yingying He, Yining Chen, Xiubo Geng, Fan Liang, Daxin Jiang (姜大昕)
  
  EMNLP 2021 | November 2021
  
  Publication
- Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning
  
  Chongyang Tao, Jiazhan Feng, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang (姜大昕)
  
  October 2021
  
  Publication
- Learning to Ground Visual Objects for Visual Dialog
  
  Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang (姜大昕)
  
  EMNLP 2021 | October 2021
  
  Publication
- A Survey on Response Selection for Retrieval-based Dialogues
  
  Chongyang Tao, Jiazhan Feng, Wei Wu, Rui Yan, Daxin Jiang (姜大昕)
  
  IJCAI 2021 | August 2021
  
  Publication
- ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
  
  Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph
  
  Yucheng Zhou, Xiubo Geng, Tao Shen, Wenqiang Zhang, Daxin Jiang (姜大昕)
  
  NAACL | June 2021
  
  Publication
- Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
  
  Ruijian Xu, Chongyang Tao, Daxin Jiang (姜大昕), Xueliang Zhao, Rui Yan, Dongyan Zhao
  
  AAAI 2021 | February 2021
  
  Publication
- Zero-Resource Knowledge-Grounded Dialogue Generation
  
  Linxiao Li, Can Xu, Wei Wu, Yufan Zhao, Xueliang Zhao, Chongyang Tao
  
  2020 Neural Information Processing Systems | July 2020
  
  PDF PDF Publication Publication Publication
- Maria: A Visual Experience Powered Conversational Agent
  
  Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Liang Fan, Daxin Jiang (姜大昕)
  
  ACL 2021 | May 2021
  
  Publication
- Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
  
  Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang (姜大昕)
  
  NAACL 2022 | April 2022
  
  Publication
- Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations
  
  Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Nan Duan
  
  ACL 2022 | April 2022
  
  Publication
- Multimodal Dialogue Response Generation
  
  Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- Maria: A Visual Experience Powered Conversational Agent
  
  Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Liang Fan, Daxin Jiang (姜大昕)
  
  ACL 2021 | May 2021
  
  Publication

- Detection Is Better Than Cure: A Cloud Incidents Perspective
  
  A. Parayil, Supriyo GHOSH, Yu Kang, Minghua Ma, Chetan Bansal, Suman Nath, Jonathan Mace, Vaibhav Ganatra
  
  ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
  
  Publication
- HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations
  
  Jia-chen Gu, Chao-Hong Tan,, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | May 2022
  
  Publication
- Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
  
  Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang (姜大昕)
  
  NAACL 2022 | April 2022
  
  Publication
- Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations
  
  Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Nan Duan
  
  ACL 2022 | April 2022
  
  Publication
- EventBERT: A Pre-Trained Model for Event Correlation Reasoning
  
  Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang (姜大昕)
  
  TheWebConf 2022 | April 2022
  
  Publication
- TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
  
  Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | March 2022
  
  Publication
- Multimodal Dialogue Response Generation
  
  Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks
  
  Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang (姜大昕)
  
  ACL 2022 | February 2022
  
  Publication
- Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training
  
  Jia Li, Chongyang Tao, Huang Hu, Can Xu, Yining Chen, Daxin Jiang (姜大昕)
  
  WSDM ’22 | February 2022
  
  Publication
- Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation
  
  Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang (姜大昕)
  
  NeurIPS 2021 | December 2021
  
  Publication
- Learning Neural Templates for Recommender Dialogue System
  
  Zujie Liang, Huang Hu, Can Xu, Jian Miao, Yingying He, Yining Chen, Xiubo Geng, Fan Liang, Daxin Jiang (姜大昕)
  
  EMNLP 2021 | November 2021
  
  Publication
- Learning to Ground Visual Objects for Visual Dialog
  
  Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang (姜大昕)
  
  EMNLP 2021 | October 2021
  
  Publication
- Reasoning over Entity-Action-Location Graph for Procedural Text Understanding
  
  Hao Huang, Xiubo Geng, Jian Pei, Guodong long, Daxin Jiang (姜大昕)
  
  ACL | August 2021
  
  Publication
- A Survey on Response Selection for Retrieval-based Dialogues
  
  Chongyang Tao, Jiazhan Feng, Wei Wu, Rui Yan, Daxin Jiang (姜大昕)
  
  IJCAI 2021 | August 2021
  
  Publication
- ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
  
  Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- Knowledge-Aware Procedual Text Understanding with Multi-Stage Training
  
  Zhihan Zhang, Xiubo Geng, Tao Qin, Yunfang Wu, Daxin Jiang (姜大昕)
  
  2021 The Web Conference | June 2021
  
  Publication
- Pivot-Based Candidate Retrieval for Cross-lingual Entity Linking
  
  Qian Liu, Xiubo Geng, Jie Lu, Daxin Jiang (姜大昕)
  
  2021 The Web Conference | June 2021
  
  Publication
- Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph
  
  Yucheng Zhou, Xiubo Geng, Tao Shen, Wenqiang Zhang, Daxin Jiang (姜大昕)
  
  NAACL | June 2021
  
  Publication
- Maria: A Visual Experience Powered Conversational Agent
  
  Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Liang Fan, Daxin Jiang (姜大昕)
  
  ACL 2021 | May 2021
  
  Publication
- Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
  
  Ruijian Xu, Chongyang Tao, Daxin Jiang (姜大昕), Xueliang Zhao, Rui Yan, Dongyan Zhao
  
  AAAI 2021 | February 2021
  
  Publication
- Towards Interpretable Reasoning over Paragraph Effects in Situation
  
  Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang (姜大昕)
  
  EMNLP | November 2020
  
  Publication
- Zero-Resource Knowledge-Grounded Dialogue Generation
  
  Linxiao Li, Can Xu, Wei Wu, Yufan Zhao, Xueliang Zhao, Chongyang Tao
  
  2020 Neural Information Processing Systems | July 2020
  
  PDF PDF Publication Publication Publication
- PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings
  
  Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang (姜大昕)
  
  February 2022
  
  Publication
- Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning
  
  Chongyang Tao, Jiazhan Feng, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang (姜大昕)
  
  October 2021
  
  Publication
- MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering
  
  Qian Liu, Xiubo Geng, Heyan Huang, Tao Qin, Jie Lu, Daxin Jiang (姜大昕)
  
  The IEEE Transactions on Neural Networks and Learning System | September 2021
  
  Publication

STCA Semantics and Knowledge Team

Publications

Detection Is Better Than Cure: A Cloud Incidents Perspective

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations

EventBERT: A Pre-Trained Model for Event Correlation Reasoning

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge

Multimodal Dialogue Response Generation

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks

Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings

Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation

Learning Neural Templates for Recommender Dialogue System

Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning

Learning to Ground Visual Objects for Visual Dialog

MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering

A Survey on Response Selection for Retrieval-based Dialogues

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

Reasoning over Entity-Action-Location Graph for Procedural Text Understanding

Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph

Knowledge-Aware Procedual Text Understanding with Multi-Stage Training

Pivot-Based Candidate Retrieval for Cross-lingual Entity Linking

Maria: A Visual Experience Powered Conversational Agent

Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues

Towards Interpretable Reasoning over Paragraph Effects in Situation

Zero-Resource Knowledge-Grounded Dialogue Generation

Detection Is Better Than Cure: A Cloud Incidents Perspective

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge

Multimodal Dialogue Response Generation

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings

Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation

Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning

MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering

Reasoning over Entity-Action-Location Graph for Procedural Text Understanding

A Survey on Response Selection for Retrieval-based Dialogues

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

Knowledge-Aware Procedual Text Understanding with Multi-Stage Training

Pivot-Based Candidate Retrieval for Cross-lingual Entity Linking

Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph

Maria: A Visual Experience Powered Conversational Agent

Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues

Towards Interpretable Reasoning over Paragraph Effects in Situation

Zero-Resource Knowledge-Grounded Dialogue Generation

Detection Is Better Than Cure: A Cloud Incidents Perspective

Detection Is Better Than Cure: A Cloud Incidents Perspective

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks

Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training

Pivot-Based Candidate Retrieval for Cross-lingual Entity Linking

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations

EventBERT: A Pre-Trained Model for Event Correlation Reasoning

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings

Learning Neural Templates for Recommender Dialogue System

Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning

Learning to Ground Visual Objects for Visual Dialog

A Survey on Response Selection for Retrieval-based Dialogues

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph

Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues

Zero-Resource Knowledge-Grounded Dialogue Generation

Maria: A Visual Experience Powered Conversational Agent

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations

Multimodal Dialogue Response Generation

Maria: A Visual Experience Powered Conversational Agent

Detection Is Better Than Cure: A Cloud Incidents Perspective

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations

EventBERT: A Pre-Trained Model for Event Correlation Reasoning

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge

Multimodal Dialogue Response Generation

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks