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A Roadmap for Big Model


Apr 02, 2022
Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng, Yangxiao Liang, Xiaozhi Wang, Jifan Yu, Xin Lv, Zhou Shao, Jiaao He, Yankai Lin, Xu Han, Zhenghao Liu, Ning Ding, Yongming Rao, Yizhao Gao, Liang Zhang, Ming Ding, Cong Fang, Yisen Wang, Mingsheng Long, Jing Zhang, Yinpeng Dong, Tianyu Pang, Peng Cui, Lingxiao Huang, Zheng Liang, Huawei Shen, Hui Zhang, Quanshi Zhang, Qingxiu Dong, Zhixing Tan, Mingxuan Wang, Shuo Wang, Long Zhou, Haoran Li, Junwei Bao, Yingwei Pan, Weinan Zhang, Zhou Yu, Rui Yan, Chence Shi, Minghao Xu, Zuobai Zhang, Guoqiang Wang, Xiang Pan, Mengjie Li, Xiaoyu Chu, Zijun Yao, Fangwei Zhu, Shulin Cao, Weicheng Xue, Zixuan Ma, Zhengyan Zhang, Shengding Hu, Yujia Qin, Chaojun Xiao, Zheni Zeng, Ganqu Cui, Weize Chen, Weilin Zhao, Yuan Yao, Peng Li, Wenzhao Zheng, Wenliang Zhao, Ziyi Wang, Borui Zhang, Nanyi Fei, Anwen Hu, Zenan Ling, Haoyang Li, Boxi Cao, Xianpei Han, Weidong Zhan, Baobao Chang, Hao Sun, Jiawen Deng, Chujie Zheng, Juanzi Li, Lei Hou, Xigang Cao, Jidong Zhai, Zhiyuan Liu, Maosong Sun, Jiwen Lu, Zhiwu Lu, Qin Jin, Ruihua Song, Ji-Rong Wen, Zhouchen Lin, Liwei Wang, Hang Su, Jun Zhu, Zhifang Sui, Jiajun Zhang, Yang Liu, Xiaodong He, Minlie Huang, Jian Tang, Jie Tang

* arXiv admin note: text overlap with arXiv:2107.06499 by other authors 

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EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training


Mar 17, 2022
Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Xiaoyan Zhu, Jie Tang, Minlie Huang

* 12 pages, 5 figures. The code and pre-trained models are publicly available at https://github.com/thu-coai/EVA 

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AugESC: Large-scale Data Augmentation for Emotional Support Conversation with Pre-trained Language Models


Feb 26, 2022
Chujie Zheng, Sahand Sabour, Jiaxin Wen, Minlie Huang

* Work in progress 

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On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark


Oct 16, 2021
Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang


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Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation


Sep 14, 2021
Chujie Zheng, Minlie Huang

* 13 pages, 10 figures 

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CEM: Commonsense-aware Empathetic Response Generation


Sep 13, 2021
Sahand Sabour, Chujie Zheng, Minlie Huang


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Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization


Aug 26, 2021
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang


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EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Training


Aug 03, 2021
Hao Zhou, Pei Ke, Zheng Zhang, Yuxian Gu, Yinhe Zheng, Chujie Zheng, Yida Wang, Chen Henry Wu, Hao Sun, Xiaocong Yang, Bosi Wen, Xiaoyan Zhu, Minlie Huang, Jie Tang

* 8 pages, 4 figures 

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PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support


Jun 03, 2021
Hao Sun, Zhenru Lin, Chujie Zheng, Siyang Liu, Minlie Huang

* Accepted to Findings of ACL 2021 (Long Paper) 

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Towards Emotional Support Dialog Systems


Jun 02, 2021
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, Minlie Huang

* Accepted to ACL 2021 (Long Paper) 

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