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Towards User-Driven Neural Machine Translation


Jun 11, 2021
Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su


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Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation


Jun 11, 2021
Xin Liu, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Min Zhang, Haiying Zhang, Jinsong Su

* Accepted by ACL2021 

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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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Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning


May 31, 2021
Binbin Xie, Jinsong Su, Yubin Ge, Xiang Li, Jianwei Cui, Junfeng Yao, Bin Wang


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Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning


Mar 05, 2021
Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo

* Artificial Intelligence 2021 
* 31 pages. arXiv admin note: text overlap with arXiv:1906.01213 

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Structural Information Preserving for Graph-to-Text Generation


Feb 12, 2021
Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu

* ACL 2020 

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Dynamic Context-guided Capsule Network for Multimodal Machine Translation


Sep 04, 2020
Huan Lin, Fandong Meng, Jinsong Su, Yongjing Yin, Zhengyuan Yang, Yubin Ge, Jie Zhou, Jiebo Luo


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A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation


Jul 17, 2020
Yongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou, Jiebo Luo


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Modeling Discourse Structure for Document-level Neural Machine Translation


Jun 08, 2020
Junxuan Chen, Xiang Li, Jiarui Zhang, Chulun Zhou, Jianwei Cui, Bin Wang, Jinsong Su


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Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer


May 05, 2020
Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu

* Accepted by ACL2020 

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Neural Simile Recognition with Cyclic Multitask Learning and Local Attention


Dec 19, 2019
Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo

* AAAI 2020 

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Iterative Dual Domain Adaptation for Neural Machine Translation


Dec 16, 2019
Jiali Zeng, Yang Liu, Jinsong Su, Yubin Ge, Yaojie Lu, Yongjing Yin, Jiebo Luo

* EMNLP2019 

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Leveraging Dependency Forest for Neural Medical Relation Extraction


Dec 16, 2019
Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su

* EMNLP 2020, with "correct" source-code address: http://github.com/freesunshine0316/dep-forest-re 

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Graph-based Neural Sentence Ordering


Dec 16, 2019
Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, Jiebo Luo

* IJCAI2019 

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A Real-time Global Inference Network for One-stage Referring Expression Comprehension


Dec 07, 2019
Yiyi Zhou, Rongrong Ji, Gen Luo, Xiaoshuai Sun, Jinsong Su, Xinghao Ding, Chia-wen Lin, Qi Tian


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Exploiting Temporal Relationships in Video Moment Localization with Natural Language


Aug 11, 2019
Songyang Zhang, Jinsong Su, Jiebo Luo


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Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning


Jun 20, 2019
Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang

* IJCAI 2019 

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Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis


Jun 06, 2019
Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo

* ACL 2019 
* 10 pages 

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Semantic Neural Machine Translation using AMR


Feb 19, 2019
Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su

* Transaction of ACL 2019 

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Towards Linear Time Neural Machine Translation with Capsule Networks


Nov 01, 2018
Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi xiong, Chao bian


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Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks


Oct 30, 2018
Biao Zhang, Deyi Xiong, Jinsong Su, Qian Lin, Huiji Zhang

* EMNLP 2018, long paper, source code released 

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Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT


Jul 24, 2018
Jing Yang, Biao Zhang, Yue Qin, Xiangwen Zhang, Qian Lin, Jinsong Su


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Deconvolution-Based Global Decoding for Neural Machine Translation


Jun 10, 2018
Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su

* Accepted by COLING 2018 

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Accelerating Neural Transformer via an Average Attention Network


May 07, 2018
Biao Zhang, Deyi Xiong, Jinsong Su

* ACL 2018, long paper 

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Asynchronous Bidirectional Decoding for Neural Machine Translation


Feb 03, 2018
Xiangwen Zhang, Jinsong Su, Yue Qin, Yang Liu, Rongrong Ji, Hongji Wang

* accepted by AAAI 18 

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Variational Recurrent Neural Machine Translation


Jan 16, 2018
Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang

* accepted by AAAI 18 

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A GRU-Gated Attention Model for Neural Machine Translation


Apr 27, 2017
Biao Zhang, Deyi Xiong, Jinsong Su


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Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation


Dec 09, 2016
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu


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BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings


Nov 25, 2016
Biao Zhang, Deyi Xiong, Jinsong Su

* 7 pages, accepted by AAAI 2017 

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Variational Neural Machine Translation


Sep 25, 2016
Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang

* 10 pages, accepted at emnlp 2016 

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