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Preventing Author Profiling through Zero-Shot Multilingual Back-Translation


Sep 19, 2021
David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, Ali Davody, Thomas Kleinbauer, Dietrich Klakow

* Accepted to EMNLP 2021 (Main Conference), 9 pages 

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The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation


Aug 14, 2021
Ernie Chang, Xiaoyu Shen, Alex Marin, Vera Demberg

* Accepted at GenChal @ INLG 2021 

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On Training Instance Selection for Few-Shot Neural Text Generation


Jul 07, 2021
Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg

* Accepted at ACL 2021 

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Learning Fine-grained Fact-Article Correspondence in Legal Cases


Apr 24, 2021
Jidong Ge, Yunyun huang, Xiaoyu Shen, Chuanyi Li, Wei Hu, Bin Luo

* Code and dataset are available at https://github.com/gjdnju/MLMN 

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Neural Data-to-Text Generation with LM-based Text Augmentation


Feb 06, 2021
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su

* Accepted EACL 2021 

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Cross-Domain Learning for Classifying Propaganda in Online Contents


Nov 22, 2020
Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum

* TTO 2020 

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Cross-Domain Learning forClassifying Propaganda in Online Contents


Nov 13, 2020
Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum

* TTO 2020 

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DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool


Oct 08, 2020
Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg

* Accepted to COLING 2020 

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Integrating Image Captioning with Rule-based Entity Masking


Jul 22, 2020
Aditya Mogadala, Xiaoyu Shen, Dietrich Klakow


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Diversifying Dialogue Generation with Non-Conversational Text


May 13, 2020
Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou

* Accepted to ACL 2020 (long) 

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Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence


May 03, 2020
Xiaoyu Shen, Ernie Chang, Hui Su, Jie Zhou, Dietrich Klakow

* Accepted at ACL 2020 

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Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training


Mar 18, 2020
Ernie Chang, David Ifeoluwa Adelani, Xiaoyu Shen, Vera Demberg

* Accepted to Workshop at ICLR 2020 

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Select and Attend: Towards Controllable Content Selection in Text Generation


Sep 10, 2019
Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine

* EMNLP 2019 

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Improving Multi-turn Dialogue Modelling with Utterance ReWriter


Jun 14, 2019
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou

* Accepted to ACL 2019 

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NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation


Oct 07, 2018
Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow

* Accepted by EMNLP2018 

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Improving Variational Encoder-Decoders in Dialogue Generation


Feb 06, 2018
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg

* Accepted by AAAI2018 

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DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset


Oct 11, 2017
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu

* accepted by IJCNLP 2017 

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A Conditional Variational Framework for Dialog Generation


Jul 06, 2017
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long

* Accepted by ACL2017 

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