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Fusing Context Into Knowledge Graph for Commonsense Reasoning


Dec 09, 2020
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang


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Mixed-Lingual Pre-training for Cross-lingual Summarization


Oct 18, 2020
Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang

* Accepted at Asia-Pacific Chapter of the Association for Computational Linguistics (AACL) 2020 

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Predicting Performance for Natural Language Processing Tasks


May 02, 2020
Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig

* Accepted at ACL'20 

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End-to-End Abstractive Summarization for Meetings


Apr 22, 2020
Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang

* 12 pages, 2 figures 

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Boosting Factual Correctness of Abstractive Summarization


Apr 04, 2020
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang

* 17 pages, 3 figures 

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Boosting Factual Correctness of Abstractive Summarization with Knowledge Graph


Mar 26, 2020
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang

* 14 pages, 2 figures 

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Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework


Oct 13, 2019
Zirui Wang, Jiateng Xie, Ruochen Xu, Yiming Yang, Graham Neubig, Jaime Carbonell

* First two authors contributted equally. Source code is available at https://github.com/thespectrewithin/joint-align 

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Formality Style Transfer with Hybrid Textual Annotations


Mar 15, 2019
Ruochen Xu, Tao Ge, Furu Wei


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The ARIEL-CMU Systems for LoReHLT18


Feb 24, 2019
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard Hovy, Alan W Black, Jaime Carbonell, Graham V. Horwood, Shabnam Tafreshi, Mona Diab, Efsun S. Kayi, Noura Farra, Kathleen McKeown


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Unsupervised Cross-lingual Transfer of Word Embedding Spaces


Sep 10, 2018
Ruochen Xu, Yiming Yang, Naoki Otani, Yuexin Wu

* EMNLP 2018 

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Cross-lingual Distillation for Text Classification


Mar 28, 2018
Ruochen Xu, Yiming Yang

* Accepted at ACL 2017; Code available at https://github.com/xrc10/cross-distill 

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