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Off-Beat Multi-Agent Reinforcement Learning



Wei Qiu , Weixun Wang , Rundong Wang , Bo An , Yujing Hu , Svetlana Obraztsova , Zinovi Rabinovich , Jianye Hao , Yingfeng Chen , Changjie Fan


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DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks



Ziyang Luo , Yadong Xi , Jing Ma , Zhiwei Yang , Xiaoxi Mao , Changjie Fan , Rongsheng Zhang

* NAACL-HLT 2022 Findings 

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Youling: an AI-Assisted Lyrics Creation System



Rongsheng Zhang , Xiaoxi Mao , Le Li , Lin Jiang , Lin Chen , Zhiwei Hu , Yadong Xi , Changjie Fan , Minlie Huang

* accept by emnlp2020 demo track 

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Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration



Lulu Zheng , Jiarui Chen , Jianhao Wang , Jiamin He , Yujing Hu , Yingfeng Chen , Changjie Fan , Yang Gao , Chongjie Zhang


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RL4RS: A Real-World Benchmark for Reinforcement Learning based Recommender System



Kai Wang , Zhene Zou , Qilin Deng , Yue Shang , Minghao Zhao , Runze Wu , Xudong Shen , Tangjie Lyu , Changjie Fan

* First version 

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LOT: A Benchmark for Evaluating Chinese Long Text Understanding and Generation



Jian Guan , Zhuoer Feng , Yamei Chen , Ruilin He , Xiaoxi Mao , Changjie Fan , Minlie Huang

* 11 pages. Benchmark datasets, pretraining data and pretraining models url: https://github.com/thu-coai/LOT-Benchmark 

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Neural-to-Tree Policy Distillation with Policy Improvement Criterion



Zhao-Hua Li , Yang Yu , Yingfeng Chen , Ke Chen , Zhipeng Hu , Changjie Fan


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Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion



Suzhen Wang , Lincheng Li , Yu Ding , Changjie Fan , Xin Yu

* IJCAI 2021 

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GLIB: Towards Automated Test Oracle for Graphically-Rich Applications



Ke Chen , Yufei Li , Yingfeng Chen , Changjie Fan , Zhipeng Hu , Wei Yang

* ESEC/FSE 2021 

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