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Mental Health Assessment for the Chatbots


Jan 14, 2022
Yong Shan, Jinchao Zhang, Zekang Li, Yang Feng, Jie Zhou

* Work in progress 

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Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation


Sep 18, 2021
Lei Shen, Jinchao Zhang, Jiao Ou, Xiaofang Zhao, Jie Zhou

* Accepted by EMNLP 2021 Findings 

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Challenging Instances are Worth Learning: Generating Valuable Negative Samples for Response Selection Training


Sep 14, 2021
Yao Qiu, Jinchao Zhang, Huiying Ren, Jie Zhou


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Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder


Sep 14, 2021
Yao Qiu, Jinchao Zhang, Jie Zhou

* Accepted as a long paper at ACL 2021 (Findings) 

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Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks


Sep 14, 2021
Yao Qiu, Jinchao Zhang, Jie Zhou

* Accepted as a long paper at EMNLP 2021 (Main Conference) 

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Structure-Enhanced Pop Music Generation via Harmony-Aware Learning


Sep 14, 2021
Xueyao Zhang, Jinchao Zhang, Yao Qiu, Li Wang, Jie Zhou

* Under review 

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Guiding Topic Flows in the Generative Chatbot by Enhancing the ConceptNet with the Conversation Corpora


Sep 14, 2021
Pengda Si, Yao Qiu, Jinchao Zhang, Yujiu Yang

* 13 pages, 5 figures 

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Towards Expressive Communication with Internet Memes: A New Multimodal Conversation Dataset and Benchmark


Sep 04, 2021
Zhengcong Fei, Zekang Li, Jinchao Zhang, Yang Feng, Jie Zhou


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Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification


Sep 01, 2021
Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou

* Accepted by EMNLP 2021 main conference (Long Paper) 

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Sequence-Level Training for Non-Autoregressive Neural Machine Translation


Jun 15, 2021
Chenze Shao, Yang Feng, Jinchao Zhang, Fandong Meng, Jie Zhou


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GTM: A Generative Triple-Wise Model for Conversational Question Generation


Jun 07, 2021
Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng, Jie Zhou

* To appear at ACL 2021 main conference (long paper) 

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Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency


Jun 04, 2021
Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

* Findings of ACL2021 

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Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances


Jun 04, 2021
Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

* ACL2021 main conference (long paper) 

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WeChat AI's Submission for DSTC9 Interactive Dialogue Evaluation Track


Jan 20, 2021
Zekang Li, Zongjia Li, Jinchao Zhang, Yang Feng, Jie Zhou

* [email protected] 

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Token-level Adaptive Training for Neural Machine Translation


Oct 09, 2020
Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu

* 12 pages; Accepted by EMNLP 2020 

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Modeling Inter-Aspect Dependencies with a Non-temporal Mechanism for Aspect-Based Sentiment Analysis


Aug 12, 2020
Yunlong Liang, Fandong Meng, Jinchao Zhang, Yufeng Chen, Jinan Xu, Jie Zhou

* rejected in emnlp-ijcnlp 2019 as a short paper(3/3/3) 

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A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking


Jun 02, 2020
Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Cheng Niu, Jie Zhou

* Accepted as a long paper at ACL 2020. Code is available at https://github.com/ictnlp/CHAN-DST 

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Towards Multimodal Response Generation with Exemplar Augmentation and Curriculum Optimization


Apr 26, 2020
Zeyang Lei, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng, Yujiu Yang, Cheng Niu, Jie Zhou


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A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis


Apr 04, 2020
Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

* Code: https://github.com/XL2248/DREGCN 

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An Iterative Knowledge Transfer Network with Routing for Aspect-based Sentiment Analysis


Apr 04, 2020
Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

* Code: https://github.com/XL2248/IKTN 

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Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog


Feb 01, 2020
Zekang Li, Zongjia Li, Jinchao Zhang, Yang Feng, Cheng Niu, Jie Zhou

* Accepted by AAAI2020 DSTC8 workshop. Ranked 1st in DSTC8-AVSD track 

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Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation


Nov 21, 2019
Chenze Shao, Jinchao Zhang, Yang Feng, Fandong Meng, Jie Zhou

* AAAI 2020 

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Multi-Zone Unit for Recurrent Neural Networks


Nov 17, 2019
Fandong Meng, Jinchao Zhang, Yang Liu, Jie Zhou

* Accepted at AAAI 2020 

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Improving Bidirectional Decoding with Dynamic Target Semantics in Neural Machine Translation


Nov 05, 2019
Yong Shan, Yang Feng, Jinchao Zhang, Fandong Meng, Wen Zhang


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CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding


Sep 16, 2019
Yijin Liu, Fandong Meng, Jinchao Zhang, Jie Zhou, Yufeng Chen, Jinan Xu

* Accepted as a long paper at EMNLP 2019. Code and data is available at: https://github.com/Adaxry/CM-Net 

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Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation


Sep 02, 2019
Zhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng, Jie Zhou

* 11 pages, 7 figures, 2019 Conference on Empirical Methods in Natural Language Processing 

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A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis


Sep 01, 2019
Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

* Accepted at EMNLP 2019 as a long paper. Code is available at https://github.com/XL2248/AGDT 

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Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation


Jun 22, 2019
Chenze Shao, Yang Feng, Jinchao Zhang, Fandong Meng, Xilin Chen, Jie Zhou

* 12 pages, 4 figures, ACL 2019 long paper 

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GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling


Jun 06, 2019
Yijin Liu, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

* Accepted as a long paper at ACL 2019. Code is available at: https://github.com/Adaxry/GCDT 

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An end-to-end Neural Network Framework for Text Clustering


Mar 22, 2019
Jie Zhou, Xingyi Cheng, Jinchao Zhang


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