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On the Language Coverage Bias for Neural Machine Translation


Jun 07, 2021
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu

* ACL 2021, Long Findings 

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Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction


Jun 03, 2021
Piji Li, Shuming Shi

* Accepted in the main conference of ACL 2021. Code: https://github.com/lipiji/TtT 

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Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation


Jun 02, 2021
Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King

* ACL 2021 main conference, long paper, 11 pages 

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GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation


May 31, 2021
Huayang Li, Lemao Liu, Guoping Huang, Shuming Shi

* Accepted into the main conference of ACL 2021. arXiv admin note: text overlap with arXiv:2105.13072 

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REAM$\sharp$: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation


May 30, 2021
Jun Gao, Wei Bi, Ruifeng Xu, Shuming Shi

* ACL Findings 2021 

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TranSmart: A Practical Interactive Machine Translation System


May 27, 2021
Guoping Huang, Lemao Liu, Xing Wang, Longyue Wang, Huayang Li, Zhaopeng Tu, Chengyan Huang, Shuming Shi


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Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition


Jan 13, 2021
Yangming Li, Lemao Liu, Shuming Shi

* Accepted as a conference paper at ICLR 2021 

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TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis


Dec 31, 2020
Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi


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Dialogue Response Selection with Hierarchical Curriculum Learning


Dec 29, 2020
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang


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Predicting Events in MOBA Games: Dataset, Attribution, and Evaluation


Dec 24, 2020
Zelong Yang, Yan Wang, Piji Li, Shaobin Lin, Shuming Shi, Shao-Lun Huang


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Predicting Events In MOBA Games: Dataset, Attribution, and Evaluation


Dec 17, 2020
Zelong Yang, Yan Wang, Piji Li, Shaobin Lin, Shuming Shi, Shao-Lun Huang


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Segmenting Natural Language Sentences via Lexical Unit Analysis


Dec 14, 2020
Yangming Li, Lemao Liu, Shuming Shi


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When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models


Oct 10, 2020
Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi

* Accepted by EMNLP2020 Main Conference 

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On the Sub-Layer Functionalities of Transformer Decoder


Oct 06, 2020
Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu

* Findings of the 2020 Conference on Empirical Methods in Natural Language Processing (Long) 

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On the Branching Bias of Syntax Extracted from Pre-trained Language Models


Oct 06, 2020
Huayang Li, Lemao Liu, Guoping Huang, Shuming Shi

* EMNLP 2020 findings 

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Interpretable Real-Time Win Prediction for Honor of Kings, a Popular Mobile MOBA Esport


Sep 04, 2020
Zelong Yang, Zhufeng Pan, Yan Wang, Deng Cai, Shuming Shi, Shao-Lun Huang, Xiaojiang Liu

* 8 pages, 6 figures 

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Evaluating Explanation Methods for Neural Machine Translation


May 04, 2020
Jierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang, Shuming Shi

* Accepted to ACL 2020, 9 pages 

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On the Inference Calibration of Neural Machine Translation


May 03, 2020
Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu

* Accepted by ACL2020 

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Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models


Apr 28, 2020
Shilin He, Xing Wang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu

* 10 pages 

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Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection


Apr 28, 2020
Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Hai-Tao Zheng, Shuming Shi


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Rigid Formats Controlled Text Generation


Apr 17, 2020
Piji Li, Haisong Zhang, Xiaojiang Liu, Shuming Shi

* ACL2020, 10 pages 

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Understanding Learning Dynamics for Neural Machine Translation


Apr 05, 2020
Conghui Zhu, Guanlin Li, Lemao Liu, Tiejun Zhao, Shuming Shi

* Preprint 

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Detecting and Understanding Generalization Barriers for Neural Machine Translation


Apr 05, 2020
Guanlin Li, Lemao Liu, Conghui Zhu, Tiejun Zhao, Shuming Shi

* Preprint 

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CASE: Context-Aware Semantic Expansion


Dec 31, 2019
Jialong Han, Aixin Sun, Haisong Zhang, Chenliang Li, Shuming Shi

* Accepted by AAAI 2020 

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Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks


Nov 22, 2019
Yong Wang, Longyue Wang, Shuming Shi, Victor O. K. Li, Zhaopeng Tu

* AAAI 2020 

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Neuron Interaction Based Representation Composition for Neural Machine Translation


Nov 22, 2019
Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu

* AAAI 2020 

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A Discrete CVAE for Response Generation on Short-Text Conversation


Nov 22, 2019
Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Guodong Zhou, Shuming Shi

* Accepted for publication at EMNLP 2019 

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