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Rethinking Negative Sampling for Unlabeled Entity Problem in Named Entity Recognition


Aug 27, 2021
Yangming Li, Lemao Liu, Shuming Shi


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Neural Machine Translation with Monolingual Translation Memory


Jun 02, 2021
Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu

* ACL2021 

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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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Assessing Dialogue Systems with Distribution Distances


May 27, 2021
Jiannan Xiang, Yahui Liu, Deng Cai, Huayang Li, Defu Lian, Lemao Liu

* Findings of ACL 2021 
* 7 pages, 2 figures 

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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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Neural Sequence Segmentation as Determining the Leftmost Segments


Apr 15, 2021
Yangming Li, Lemao Liu, Kaisheng Yao

* A full paper accepted at NAACL-2021 

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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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Segmenting Natural Language Sentences via Lexical Unit Analysis


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


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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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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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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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Regularized Context Gates on Transformer for Machine Translation


Aug 29, 2019
Xintong Li, Lemao Liu, Rui Wang, Guoping Huang, Max Meng

* 7 pages, 2 figures 

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Neural Machine Translation with Noisy Lexical Constraints


Aug 13, 2019
Huayang Li, Guoping Huang, Lemao Liu


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Automatic Article Commenting: the Task and Dataset


May 11, 2018
Lianhui Qin, Lemao Liu, Victoria Bi, Yan Wang, Xiaojiang Liu, Zhiting Hu, Hai Zhao, Shuming Shi

* ACL2018; with supplements; Dataset link available in the paper 

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Neural Machine Translation with Supervised Attention


Sep 14, 2016
Lemao Liu, Masao Utiyama, Andrew Finch, Eiichiro Sumita

* This paper was submitted into COLING2016 on July 10, and it is under review 

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