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Towards Making the Most of Dialogue Characteristics for Neural Chat Translation


Sep 02, 2021
Yunlong Liang, Chulun Zhou, Fandong Meng, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou

* Accepted as a long paper at EMNLP 2021 main conference. The first two authors contributed equally. Code: https://github.com/XL2248/CSA-NCT 

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Scheduled Sampling Based on Decoding Steps for Neural Machine Translation


Aug 31, 2021
Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* Code is at https://github.com/Adaxry/ss_on_decoding_steps. To appear in EMNLP-2021 main conference. arXiv admin note: text overlap with arXiv:2107.10427 

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WeChat Neural Machine Translation Systems for WMT21


Aug 05, 2021
Xianfeng Zeng, Yijin Liu, Ernan Li, Qiu Ran, Fandong Meng, Peng Li, Jinan Xu, Jie Zhou

* Submitted to WMT 2021 as a system paper 

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Modeling Bilingual Conversational Characteristics for Neural Chat Translation


Jul 23, 2021
Yunlong Liang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* Accepted as a long paper at ACL 2021. Code and data are available at https://github.com/XL2248/CPCC 

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Target-Oriented Fine-tuning for Zero-Resource Named Entity Recognition


Jul 22, 2021
Ying Zhang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* 9 pages, ACL21 Findings 

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Confidence-Aware Scheduled Sampling for Neural Machine Translation


Jul 22, 2021
Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* Findings of ACL-2021, code at https://github.com/Adaxry/conf_aware_ss4nmt 

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Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation


May 27, 2021
Yangyifan Xu, Yijin Liu, Fandong Meng, Jiajun Zhang, Jinan Xu, Jie Zhou

* Accepted by ACL-IJCNLP 2021 main conference (short paper). Code is available at: https://github.com/xydaytoy/BMI-NMT 

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Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation


Dec 09, 2020
Yunlong Liang, Fandong Meng, Ying Zhang, Jinan Xu, Yufeng Chen, Jie Zhou

* Accepted at AAAI 2021, Code:https://github.com/XL2248/HGNN 

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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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Explicitly Modeling Adaptive Depths for Transformer


Apr 29, 2020
Yijin Liu, Fandong Meng, Jie Zhou, Yufeng Chen, Jinan Xu

* Code is available at: https://github.com/Adaxry/Adaptive-Transformer. arXiv admin note: text overlap with arXiv:2003.00166 

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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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Depth-Adaptive Graph Recurrent Network for Text Classification


Feb 29, 2020
Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou

* Code at: https://github.com/Adaxry/Depth-Adaptive-GRN 

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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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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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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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