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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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Semi-supervised Text Style Transfer: Cross Projection in Latent Space

Sep 25, 2019
Mingyue Shang, Piji Li, Zhenxin Fu, Lidong Bing, Dongyan Zhao, Shuming Shi, Rui Yan

* EMNLP 2019 

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Towards Understanding Neural Machine Translation with Word Importance

Sep 17, 2019
Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi

* EMNLP 2019 

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Multi-Granularity Self-Attention for Neural Machine Translation

Sep 05, 2019
Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu

* EMNLP 2019 

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Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons

Sep 04, 2019
Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu

* EMNLP 2019 

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Self-Attention with Structural Position Representations

Sep 01, 2019
Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi

* Accepted by EMNLP 2019 

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One Model to Learn Both: Zero Pronoun Prediction and Translation

Sep 01, 2019
Longyue Wang, Zhaopeng Tu, Xing Wang, Shuming Shi

* EMNLP 2019 

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Fine-Grained Sentence Functions for Short-Text Conversation

Jul 26, 2019
Wei Bi, Jun Gao, Xiaojiang Liu, Shuming Shi

* Here is a revised version of our paper accepted by ACL2019 

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Topic-Aware Neural Keyphrase Generation for Social Media Language

Jun 10, 2019
Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi

* ACL 2019 (11 pages) 

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Exploiting Sentential Context for Neural Machine Translation

Jun 04, 2019
Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi

* Accepted by ACL 2019 

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Microblog Hashtag Generation via Encoding Conversation Contexts

May 18, 2019
Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi

* NAACL 2019 (10 pages) 

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Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement

Feb 15, 2019
Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi, Tong Zhang

* AAAI 2019 

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