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RefSum: Refactoring Neural Summarization


Apr 15, 2021
Yixin Liu, Zi-Yi Dou, Pengfei Liu

* NAACL 2021 

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Word Alignment by Fine-tuning Embeddings on Parallel Corpora


Jan 24, 2021
Zi-Yi Dou, Graham Neubig

* EACL 2021 

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CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems


Oct 22, 2020
Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang

* 13 pages, Findings of EMNLP2020 

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GSum: A General Framework for Guided Neural Abstractive Summarization


Oct 15, 2020
Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig


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TICO-19: the Translation Initiative for Covid-19


Jul 06, 2020
Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federman, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur


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A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards


Jun 27, 2020
Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov


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Dynamic Data Selection and Weighting for Iterative Back-Translation


Apr 07, 2020
Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig


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Domain Differential Adaptation for Neural Machine Translation


Oct 07, 2019
Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig

* Workshop on Neural Generation and Translation (WNGT) at EMNLP 2019 

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Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings


Aug 27, 2019
Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig

* EMNLP 2019 

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Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks


Aug 27, 2019
Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos

* EMNLP 2019 

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Information Aggregation for Multi-Head Attention with Routing-by-Agreement


Apr 05, 2019
Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu

* NAACL 2019 

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compare-mt: A Tool for Holistic Comparison of Language Generation Systems


Mar 19, 2019
Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang

* NAACL 2019 Demo Paper 

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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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Exploiting Deep Representations for Neural Machine Translation


Oct 24, 2018
Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang

* EMNLP 2018 

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SkipNet: Learning Dynamic Routing in Convolutional Networks


Jul 25, 2018
Xin Wang, Fisher Yu, Zi-Yi Dou, Trevor Darrell, Joseph E. Gonzalez

* ECCV 2018 Camera ready version. Code is available at https://github.com/ucbdrive/skipnet 

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Metric Learning-based Generative Adversarial Network


Nov 08, 2017
Zi-Yi Dou


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Dynamic Oracle for Neural Machine Translation in Decoding Phase


Oct 16, 2017
Zi-Yi Dou, Hao Zhou, Shu-Jian Huang, Xin-Yu Dai, Jia-Jun Chen


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