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Probing Causes of Hallucinations in Neural Machine Translations



Jianhao Yan , Fandong Meng , Jie Zhou


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Scheduled Multi-task Learning for Neural Chat Translation



Yunlong Liang , Fandong Meng , Jinan Xu , Yufeng Chen , Jie Zhou

* Accepted at ACL 2022 as a long paper of the main conference. Code and data: https://github.com/XL2248/SML 

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Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge



Jiangnan Li , Fandong Meng , Zheng Lin , Rui Liu , Peng Fu , Yanan Cao , Weiping Wang , Jie Zhou


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Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training



Yuanxin Liu , Fandong Meng , Zheng Lin , Peng Fu , Yanan Cao , Weiping Wang , Jie Zhou

* Accepted by NAACL 2022 

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Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation



Siyu Lai , Zhen Yang , Fandong Meng , Xue Zhang , Yufeng Chen , Jinan Xu , Jie Zhou

* Accepted at NAACL 2022 as a long paper of main conference 

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A Variational Hierarchical Model for Neural Cross-Lingual Summarization



Yunlong Liang , Fandong Meng , Chulun Zhou , Jinan Xu , Yufeng Chen , Jinsong Su , Jie Zhou

* Accepted at ACL 2022 as a long paper of main conference. Code: https://github.com/XL2248/VHM 

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A Survey on Cross-Lingual Summarization



Jiaan Wang , Fandong Meng , Duo Zheng , Yunlong Liang , Zhixu Li , Jianfeng Qu , Jie Zhou


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Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation



Chulun Zhou , Fandong Meng , Jie Zhou , Min Zhang , Hongji Wang , Jinsong Su

* Pre-print version; Accepted at ACL 2022 as a long paper of main conference 

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Spot the Difference: A Cooperative Object-Referring Game in Non-Perfectly Co-Observable Scene



Duo Zheng , Fandong Meng , Qingyi Si , Hairun Fan , Zipeng Xu , Jie Zhou , Fangxiang Feng , Xiaojie Wang


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