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Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings


Oct 13, 2021
Shaopeng Lai, Ante Wang, Fandong Meng, Jie Zhou, Yubin Ge, Jiali Zeng, Junfeng Yao, Degen Huang, Jinsong Su

* EMNLP 2021 

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WeTS: A Benchmark for Translation Suggestion


Oct 11, 2021
Zhen Yang, Yingxue Zhang, Ernan Li, Fandong Meng, Jie Zhou

* Translation suggestion, Transformer 

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Simulated annealing for optimization of graphs and sequences


Oct 01, 2021
Xianggen Liu, Pengyong Li, Fandong Meng, Hao Zhou, Huasong Zhong, Jie Zhou, Lili Mou, Sen Song

* Neurocomputing, 465:310-324 (2021) 
* This article is an accepted manuscript of Neurocomputing. arXiv admin note: substantial text overlap with arXiv:1909.03588 

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Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation


Sep 17, 2021
Feilong Chen, Fandong Meng, Xiuyi Chen, Peng Li, Jie Zhou

* ACL Fingdings 2021 

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GoG: Relation-aware Graph-over-Graph Network for Visual Dialog


Sep 17, 2021
Feilong Chen, Xiuyi Chen, Fandong Meng, Peng Li, Jie Zhou

* ACL Findings 2021. arXiv admin note: text overlap with arXiv:2109.06013 

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Competence-based Curriculum Learning for Multilingual Machine Translation


Sep 09, 2021
Mingliang Zhang, Fandong Meng, Yunhai Tong, Jie Zhou

* Accepted by Findings of EMNLP 2021. We release the codes at https://github.com/zml24/ccl-m 

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Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser


Sep 06, 2021
Duo Zheng, Zipeng Xu, Fandong Meng, Xiaojie Wang, Jiaan Wang, Jie Zhou

* Accepted by Findings of EMNLP 2021. Code is available at: https://github.com/zd11024/Entity_Questioner 

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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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Modeling Explicit Concerning States for Reinforcement Learning in Visual Dialogue


Jul 12, 2021
Zipeng Xu, Fandong Meng, Xiaojie Wang, Duo Zheng, Chenxu Lv, Jie Zhou


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Rethinking the Evaluation of Neural Machine Translation


Jun 29, 2021
Jianhao Yan, Chenming Wu, Fandong Meng, Jie Zhou

* Submitted to NeurIPS 2021 

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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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Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation


Jun 10, 2021
Yuanxin Liu, Fandong Meng, Zheng Lin, Weiping Wang, Jie Zhou

* Accepted by ACL 2021 

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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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Exploring Dynamic Selection of Branch Expansion Orders for Code Generation


Jun 01, 2021
Hui Jiang, Chulun Zhou, Fandong Meng, Biao Zhang, Jie Zhou, Degen Huang, Qingqiang Wu, Jinsong Su

* Accepted by ACL 2021 main conference 

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Prevent the Language Model from being Overconfident in Neural Machine Translation


May 31, 2021
Mengqi Miao, Fandong Meng, Yijin Liu, Xiao-Hua Zhou, Jie Zhou

* Accepted as a long paper at ACL 2021. Code is available at: https://github.com/Mlair77/nmt_adequacy 

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Selective Knowledge Distillation for Neural Machine Translation


May 27, 2021
Fusheng Wang, Jianhao Yan, Fandong Meng, Jie Zhou

* Accepted as a long paper at ACL 2021. Code is available at https://github.com/LeslieOverfitting/selective_distillation 

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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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Multi-Unit Transformers for Neural Machine Translation


Oct 23, 2020
Jianhao Yan, Fandong Meng, Jie Zhou

* Accepted as a main conference paper in EMNLP 2020 

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Multi-Unit Transformer for Neural Machine Translation


Oct 21, 2020
Jianhao Yan, Fandong Meng, Jie Zhou

* Accepted as a main conference paper in EMNLP 2020 

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A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph


Oct 12, 2020
Lin Qiao, Jianhao Yan, Fandong Meng, Zhendong Yang, Jie Zhou

* Accepted as a regular paper in Findings of EMNLP 2020 

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MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection


Oct 10, 2020
Yingxue Zhang, Fandong Meng, Peng Li, Ping Jian, Jie Zhou


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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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