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
STCA Semantics and Knowledge Team
Publications
Publications by Year
-
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
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
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
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
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
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
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
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
-
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
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
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
Learning to Ground Visual Objects for Visual Dialog
Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang (姜大昕)
EMNLP 2021 | October 2021
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
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
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
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
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
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
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
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
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
-
Towards Interpretable Reasoning over Paragraph Effects in Situation
Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang (姜大昕)
EMNLP | November 2020
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
Publications by Research Area
-
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Towards Interpretable Reasoning over Paragraph Effects in Situation
Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang (姜大昕)
EMNLP | November 2020
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
-
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
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
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
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
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
-
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
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
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
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
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
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
Learning to Ground Visual Objects for Visual Dialog
Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang (姜大昕)
EMNLP 2021 | October 2021
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
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
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
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
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
-
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
-
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
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
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
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
Publications by Type
-
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
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
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
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
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
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
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
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
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
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
Learning to Ground Visual Objects for Visual Dialog
Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang (姜大昕)
EMNLP 2021 | October 2021
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
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
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
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
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
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
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
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
Towards Interpretable Reasoning over Paragraph Effects in Situation
Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang (姜大昕)
EMNLP | November 2020
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
-
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
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
-
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