Session 1
Chair: Huang Xiaojun

    Zhenghua Li

    Nan Yu, Zonglin Liu, Ranran Zhen, Tao Liu, Meishan Zhang and Guohong Fu

    Zuchao Li, Junru Zhou and Hai Zhao

    Session 2
Chair: Nan Duan

    Nan Duan

    Zechang Li, Yuxuan Lai, Yuxi Xie, Yansong Feng and Dongyan Zhao

    DongLai Ge, Junhui Li and Muhua Zhu

    Session 3
Chair: Anqi Cui

    Rui Wang

    Break

    Session 4
Chair: Quan Wang

    Quan Wang

    Shuangjie Li, Wei He, Yabing Shi, Wenbin Jiang, Haijin Liang, Ye Jiang, Yang Zhang, Yajuan Lyu and Yong Zhu

    Weipeng Huang

    Ao Luo, Chen Su and Shengfeng Pan

    Mucheng Ren, ran wei, Hongyu Liu, Yu Bai, Wang Yang, Yang Gao and Heyan Huang

    Zhou Han, Chen Chong, Liu Hao, Qin Fei and Liang Huaqing

    zhenhua liu, TianYi Wang, Wei Dai, Zehui Dai and Guangpeng Zhang

    Chairs: Yongbin Liu and Minlie Huang

    Session 1
Chair: Yue Zhang

    What is the core competence of NLPer?
Wanxiang Che

    Modern history of NLP:
four phases of deep learning technologyPengfei Liu

    Some thoughts of NLP research
Wen Zhang

    Session 2
Chair: Jiajun Zhang

    Research = re- + *kikro-
Weiwei Sun

    Language Model Pre-training for Natural Language Understanding and Generation
Li Dong

    From Prototype to Product
Hao Zong（GTCOM）

    Session 3
Chair: Yue Zhang

    Panel Discussion
Mark Liberman, Fei Xia, Wanxiang Che, Weiwei Sun

    Session 1
Chair: Yangzhou Du

    Lifelong and Continual Learning on the Job
Bing Liu

    Feiyu Xu, Hans Uszkoreit, Yangzhou Du, Wei Fan, Dongyan Zhao and Jun Zhu

    Zhengxuan Wu and Yueyi Jiang

    Session 2
Chair: Gang Chen

    Wenli Ouyang, Yahong Zhang, Mingda Zhu, Xiuling Zhang, Hongye Chen, Yinghao Ren and Wei Fan

    Yuze Gao and Yu Yuan

    Qicheng Ding, Guoguang Zhao, Penghui Xu, Yucheng Jin, Yu Zhang, Changjian Hu, Qianying Wang and Feiyu Xu

    Thiago De Sousa Silveira, Renlong Ai and Hans Uszkoreit

    Haisheng Li, Wei Fan, Sheng Shi and Qiang Chou

    YLisa Raithel and Robert Schwarzenberg

    Ruiyi Li, Yangzhou Du and Zhongchao Shi

    Session 1
Chair: Jianhua Gao

    Welcom Speech
Jianhua Gao

    Speaker: Minlie Huang, Associate professor in Tsinghua University
JTitle: Controllable text generation

    Speaker: Yang Feng, Associate Professor in ICT/CAS Title:
Diving into the Training for the Sequence-to-Sequence Model

    Session 2
Chair: Jianhua Gao

    Speaker: Xiaojun Wan, Professor in Peking University
Title: Sentimental Text Generation

     Speaker: Dengping Zhou, The Founder of Beijing Wribot Intelligent Technology Co.
Title: NLG’s application in the media industry

    Session 1
Chair: Huang Xiaojun

    Speaker: Yong Yang, Product Director
Title: Artificial Intelligence Helps Publishing Industry Improve Quality and Efficiency

    Speaker: Haihua Xie, Ph.D.
Title: NLP based Intelligent Text Proofreading for Chinese

    Speaker: Chengqing Zong, Professor
Title: Distributed Representations and Neural Decoding

     Session 2
Chair: Huang Xiaojun

    Speaker: Min Zhang, Professor
Title: Natural Language Processing and Sentiment Analysis

    Speaker: Nan DUAN, Principle Research Manager
Title: Machine Reasoning: Combining Knowledge and Pre-trained Models for Better Natural Language Understanding

    Session 1
Chair: Hao Shao

    Hao Shao
Welcome Speech

    Haofen Wang, a Distinguished Research Fellow of Design & Innovation School, Tongji University
Towards Smart Enterprise: from Semantic Search to Interactive BI Analysis

    Li Ding, Co-Founder and CTO of ruiyi.ai
NLP Practices for Producing and Consuming Financial Knowledge Graph

    Session 2
Chair: Hao Shao

    Hao Shao, Executive Director of Gowild AI Lab
Natural Language Interaction Products in Practice: to Business & to Customer

    Q&A

    Chair: Dongdong Zhang

    Mingtong Liu, Yujie Zhang, Jinan Xu and Yufeng Chen

    Wenhe Feng and Yilin Chen

    Xiaoting Wu, Hanyu Zhao and Chao Che

    Yi Zhou, Xiaomin Chu, Peifeng Li and Qiaoming Zhu

    Zizhuo Shen, Huayong Li, Dianqing Liu and Yanqiu Shao

    Chair: Tianyong Hao

    Dongfang Li, Qingcai Chen, Songjian Chen, Xin Liu, Buzhou Tang and Ben Tan

    Jiarui Yao, Minxuan Feng, haixia Feng, Zhiguo Wang, Yuchen Zhang and Nianwen Xue

    Tongxuan Zhang, Yuqi Ren, Bo Xu, Xikai Liu, Liang Yang, Zhihao Yang, Jiang Wang and Hongfei Lin

    Zhongxia Chen, Ruihua Song, Xing Xie, Jian-Yun Nie, Xiting Wang, Fuzheng Zhang and Enhong Chen

    Yang Xu, Qiyuan Liu, Shoushan Li and Guodong Zhou

    Chair: Hao Shao

    Kairong Hu, Hai Liu and Tianyong Hao

    Longqi Dai, Bo Xu and Hui Song

    Cunxiang Wang, Yue Zhang, Zhichao Lin, Chenxv Zhao and Feiliang Ren

    Yang Lin, Pengyu Huang, Yuxuan Lai, Yansong Feng and Dongyan Zhao

    Huan Gao, Xianda Zheng, Weizhuo Li, Guilin Qi and Meng Wang

    Chair: Jiajun Zhang

    Jinliang Lu and Jiajun Zhang

    Qiuxiang He, Guoping Huang, Lemao Liu and Li Li

    Juncheng Cao and Hai Zhao

    Pengcheng Yang, Fuli Luo, Shuangzhi Wu, Jingjing Xu, Dongdong Zhang, Qi Su and Xu Sun

    Da Ren, Yi Cai, Weizhao Li, Ruihang Xia and Zilu Li

    Left Side

    Bowen Zhang, Xutao Li, Xiaojun Chen, Yunming Ye, Xiaofei Xu and Lianjie Sun

    Sen Hu, Lei Zou and Zhanxing Zhu

    融合主题预测的多轮对话回复生成

    Fangyuan Li, Huanhuan Wei, Qiangda Hao, Ruihong Zeng, Hao Shao and Wenliang Chen

    Chen Shi, Qi Chen, Lei Sha, Hui Xue, Sujian Li, Houfeng Wang and Lintao Zhang

    Bihua Wang, Renfen Hu and Lijiao Yang

    一种基于多粒度交互推理的深度复述识别模型

    Xingya Li, Yufeng Chen, Jinan Xu and Yujie Zhang

    Shuhao Gu and Yang Feng

    Xinying Qiu, Dawei Lu, Yuming Shen and Yi Cai

    Zhonglin Ye, Haixing Zhao, Ke Zhang, Yu Zhu, Yuzhi Xiao and Zhaoyang Wang

    

    Shuangzhi Wu, Dongdong Zhang and Ming Zhou

    Haiyang Xue, Yang Feng, Di You, Wen Zhang and Jingyu Li

    Pancheng Wang, Shasha Li, Haifang Zhou, Jintao Tang and Ting Wang

    Hu Zhang, Xin Wang, Hongye Tan and Ru Li

    Linyan Shi, Feilong Bao, Yonghe Wang and Guanglai Gao

    Qiaoben Bao, Hongying Zan, Peiyuan Gong, Junyi Chen and Yanghua Xiao

    

    Deli Chen, Shuming Ma, Pengcheng Yang, Jingjing Xu, Zhiyuan Zhang and Qi Su

    Chengzhi Jiang, Xianguo Zhang and Xinyue Wang

    Peng Cui, Yuanchao liu and Bingquan Liu

    Longyin Zhang, Xin Tan, Fang Kong and Guodong Zhou

    

    Xiao Yuan, Xi Xiong, Shenggen Ju, Jieping Sun, Zhengwen Xie and Jiawei Wang

    Jingyan Wang, Xi Xiong, Shenggen Ju, Jieping Sun, Rui Zhang and Ningning Liu

    Jizheng Jia and Qiyang Zhao

    ma fuyuan, chen wenqi, xiao minhao and wang ying

    Right Side

    Zhenghua Li

    Nan Yu, Zonglin Liu, Ranran Zhen, Tao Liu, Meishan Zhang and Guohong Fu

    Zuchao Li, Junru Zhou and Hai Zhao

    Nan Duan

    Zechang Li, Yuxuan Lai, Yuxi Xie, Yansong Feng and Dongyan Zhao

    DongLai Ge, Junhui Li and Muhua Zhu

    Rui Wang

    Quan Wang

    Shuangjie Li, Wei He, Yabing Shi, Wenbin Jiang, Haijin Liang, Ye Jiang, Yang Zhang, Yajuan Lyu and Yong Zhu

    huang weipeng

    Ao Luo, Chen Su and Shengfeng Pan

    Mucheng Ren, ran wei, Hongyu Liu, Yu Bai, Wang Yang, Yang Gao and Heyan Huang

    Zhou Han, Chen Chong, Liu Hao, Qin Fei and Liang Huaqing

    zhenhua liu, TianYi Wang, Wei Dai, Zehui Dai and Guangpeng Zhang

    Jiachen Tian, Shizhan Chen, Xiaowang Zhang and Zhiyong Feng

    Fanyu Meng, Junlan Feng and Min Hu

    Zhihui Wang, Xiaodong Wang, Tao Chang, Shaohe Lv and Xiaoting Guo

    Hongke Zhang, Zhenxin Fu, Qianping Ren, Hui Xu, Dongyan Zhao and Rui Yan

    Shu Liu, Jingjing Xu, Xuancheng Ren, Zhiyuan Zhang and Qi Su

    Xiuming Qiao, Yue Zhang and Tiejun Zhao

    Yibo Sun, Duyu Tang, Nan Duan, Jingjing Xu, Xiaocheng Feng, Bing Qin, Ting Liu and Ming Zhou

    Bowei Zhang, Weiwei Sun and Xiaojun Wan

    Zhuang Zhang and Tieyun Qian

    

    Keke Tian, Haoye Dong, Jian Yin and Ruiying Zhou

    Jianling Li, Shiwen Yu, Shasha Li and Jie Yu

    Xinyu Zhu, Gongshen Liu, Bo Su and Jan Pan Nees

     Chairs: Min-Yen Kan / Jie Tang

    Introduction

    Yan Huang, Ke Xu, Xiaoyang Yu and Songfeng Lu

    Zewen Chi, Heyan Huang, Shenjian Zhao, Xian-Ling Mao and Heng-Da Xu

    Liangqing Wu, Qiyuan Liu, Dong Zhang, Jiancheng Wang, Shoushan Li and Guodong Zhou

    Tian Cai, Lei Jiang, Wang Zhang, Qiong Dai and Jianlong Tan

    Jianyong Duan, Lijian Pan, Hao Wang, Mei Zhang and Mingli Wu

    Wei Li, Zheng Yang and Xu Sun

    Chao-Chung Wu, Ruihua Song, Tetsuya Sakai, Weng-Feng Cheng, Xing Xie and Shou-de Lin

    Jingwen Huang and Gaoyuan Zhang

    Chairs: Jie Liu

    Haitao Wang, Zhengqiu He, Jin Ma, Wenliang Chen and Min Zhang

    Zefeng Du, Peijie Huang, Yuhong He, Wei Liu and Jiankai Zhu

    Xinhua Zhu, Qingting Xu, Yishan Chen and Tianjun Wu

    Weikang Li, Xingxing Zhang, Yunfang Wu, Furu Wei and Ming Zhou

    Jun Xu, Haifeng Wang, Zheng-Yu Niu, Hua Wu and Wanxiang Che

    Chairs: Xinyu Dai

    Hao Fei, Yafeng Ren and Donghong Ji

    Zehui Dai, Wei Dai, Zhenhua Liu, Huajie Chen, Guangpeng Zhang and Fengyun Rao

    Weizhi Ma, Zhen Wang, Min Zhang, Jing Qian, Huanbo Luan, Yiqun Liu and Shaoping Ma

    Guoyong Hu, Ye Ding, Shuhan Qi, Xuan Wang and Qing Liao

    Minlong Peng, Qi Zhang, Tao Gui, Qiyuan Bian, Jinlan Fu, Lanjun Zeng and Xuanjing Huang

    Chairs: Kai Gao

    ChangJian Liu, Jiachen Du, Jia Leng, Di Chen and Ruifeng Xu

    Wanjun Zhong, Duyu Tang, Nan Duan, Ming Zhou, Jiahai Wang and Jian Yin

    Guirong Bai, Shizhu He, Kang Liu and Jun Zhao

    Xiaoyu Guo, Meng Chen, Yang Song and Xiaodong He

    

    Left Side

    Jia Li, Chongyang Tao, Nanyun Peng, Wei Wu, Dongyan Zhao and Rui Yan

    Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang and Min Hu

    Ruxin Tan, Jiahui Sun, Bo Su and Gongshen Liu

    Qiyuan Liu, Liangqing Wu, Dong Zhang, Yang Xu, Shoushan Li and Guodong Zhou

    Jia Wei, Shi Feng, Daling Wang, Xiangju Li and Yifei Zhang

    Chen Chen, Lisong Qiu, Zhenxin Fu, Rui Yan and Junfei Liu

    Yashen Wang

    Hongtao Liu, Peiyi Wang, Fangzhao Wu, Wenjun Wang, Pengfei Jiao, Xing Xie and Yueheng Sun

    Feng Jiang, Peifeng Li and Qiaoming Zhu

    Hongling Wang, Renshou Wu, Zhixu Li, Zhongqing Wang, Zhigang Chen and Guodong Zhou

    Junsheng Kong, Yi Cai, Da Ren and Zilu Li

    Xinlu Zhang, Yating Yang, Xiao Li and Lei Wang

    Nuo Xu, Yinqiao Li, Chen Xu, Yanyang Li, Bei Li, Tong Xiao and Jingbo Zhu

    YaJuan Wang, Xiao Li, YaTing Yang, Azmat Anwar and Rui Dong

    Xin Tan, Shaohui Kuang and Deyi Xiong

    Huanqin Wu, Muyun Yang, Jiaqi Wang, Junguo Zhu and Tiejun Zhao

    Guoyi Miao, Yufeng Chen, Zhongcheng Yang, Jinan Xu and Yujie Zhang

    Feng Nie, Hailin Chen, Jinpeng Wang, Rong Pan and Chin-Yew Lin

    Pengyuan Liu, Yuning Deng, Chenghao Zhu, Han Hu, Qi Su and Liner Yang

    Shun-Ping He, Li-Ping Mo and Di-Wen Kang

    Ruiying Wu and Fang Kong

    

    

    Lianjie Sun, Bowen Zhang, Yunming Ye and Xutao Li

    Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao and Ming Zhou

    Shengyi JIANG, Xiaoting Chen, Liming Zhang, Sutong Chen and Haonan Liu

    Linhao Zhang and Houfeng Wang

    Qianwen Dai, Fang Kong and Qianying Dai

    Rongtao Huang, Bowei Zou, Hongling Wang, Peifeng Li and Guodong Zhou

    Right Side

    Jiaxuan Sheng, Bowei Zou, Zhengxian Gong, Yu Hong and Guodong Zhou

    Lin Xiang, Xiangwen Liao, Tong Xu, Wenjing Pian and Kam-Fai Wong

    

    Changliang Li, Ji Qi and Xinze Guo

    Yunlong Jia, Donghong Han, Li Xia and Guoren Wang

    Haihui Li

    Depeng Huang, Zhenghua Li, Chen Gong and Min Zhang

    Wei Jiang, Zhenghua Li and Min Zhang

    Bo Zhang, Zhenghua Li, Min Zhang

    Mingtong Liu, Binbin Ma, Yasong Wang, Yujie Zhang, Jinan Xu and Yufeng Chen

    Yabing Zhu, Yanfeng Zhang, Huili Yang, and Fangjing Wang

    Haihua Xie, Aolin Li, Yabo Li, Jing Cheng, Zhiyou Chen, Xiaoqing Lyu and Zhi Tang

    Yu Sun, Yu Hong, Huibin Ruan, Min Zhang and Guodong Zhou

    Zefeng Lin and Xiaojun Wan

    Jie Zhu, Shugen Wang, Yanru Wu, Meijing Guan and Yang Feng

    Qiufeng Wang, Minghuan Liu, Weijia Zhang, Yuhang Guo and Tianrui Li

    Xiaoye Tan, Chongyang Tao, Mingrui Wu, Dongyan Zhao and Rui Yan

    Yan Huang, Ke Xu, Xiaoyang Yu, Xiaofeng Xu, Xinfang Zhang and Songfeng Lu

    Haiming Wu, Yun Xue, Yue Zhang, Xi Jin and Ziwen Wango

    Pengcheng Liu, Lingling Mu and Hongying Zan

    Hongyin Zhu, Wenpeng Hu and Yi Zeng

    Zhongbo Yin, Shuai Wu, Zhunchen Luo, Yushan Tan and Wei Luo

    Xinyu Jiang, Bowen Zhang, Yunming Ye and Zhenhua Liu

    Hongtao Liu, Fangzhao Wu, Pengfei Jiao, Wenjun Wang, Hongyan Xu and Xing Xie

    Luwen Pu, Yuexian Zou, Yunqing Xia, Jian Zhang and Yi Liu

    Jiaxing Hu, Shumin Shi and Heyan Huang

    Min Lu, Feilong Bao, and Guanglai Gao

    Hongxi Wei, Cong Liu, Hui Zhang, Feilong Bao and Guanglai Gao

    Kang Xiao, Xiabing Zhou, Zhongqing Wang, Xiangyu Duan and Min Zhang