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Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization


Oct 17, 2022
Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang

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* Accepted by the main conference of EMNLP 2022 

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Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation


Jun 06, 2022
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang

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* Accepted by IJCAI 2022 

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Rethinking and Refining the Distinct Metric


Apr 03, 2022
Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang

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* 4 pages, to be published at ACL2022 

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CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation


Apr 02, 2022
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang

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* Accepted by ACL 2022 (Main Conference) 

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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

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

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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

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* 8 pages, 4 figures 

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CPM-2: Large-scale Cost-effective Pre-trained Language Models


Jun 24, 2021
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun

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