(本文旨在整理文本生成领域国内外(目前主要是国内)工业界和企业家的研究者和研究机构。排名不分先后。更新中,欢迎大家补充)
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微软亚洲研究院 自然语言计算组NLC
Areas: Data-to-text, NLG pre-training
Researchers:
- Nan Duan, Pretraining, Knowledge-NLG
- Furu Wei, Summarization, Pretraining, Data-to-text
- Cui Lei, Data-to-text
- Yeyun Gong, NLG, Pretraining
- Xingxing Zhang (张星星), Summarization
Areas: Dialog, Pre-training, Style-transfer, Summarization
Researchers:
- Zheng-Yu Niu, Dialog
- Sibao Qi, Senior R&D Engineer, Dialog (PLATO)
- Wei Li, Multi-Document Summarization
Applications:
阿里巴巴达摩院 - 语言技术实验室 (Huang Fei Group)
Areas: Pretraining, QG, NLG
Researchers:
- Huangfei
- Songfan Huang
- Wei Wang, NLG pretraining
- Lidong Bing, Data-to-text
- Qian Chen (陈谦), Dialog
- Fuli Luo, NLG, pretraining, Controllable NLG
阿里巴巴达摩院-语言技术实验室-翻译组
Areas: NLG, NMT
Researchers:
Areas: NLG, Dialog, Data-to-text, Constrained NLG
Researchers:
- Wei Bi (闭玮), Constrained NLG, Dialog, Pretraining
- Piji Li (李丕绩), Constrained NLG, Dialog, Pretraining
- Xiaojiang Liu, Data-to-text, Dialog, Pretraining
- Yan Wang, Dialog
- Linfeng Song, Senior Research Scientist, Constrained NLG, data-to-text
- Zhaopeng Tu, Principal Researcher, NMT, Transformers
Applications:
微信模式识别中心 - NLP
Areas: NLG, Dialog, controlled NLG
Researchers:
- Fandong Meng, Controlled NLG, Dialog
- Jinchao Zhang, NMT, NLG
- Peng Li, NMT
字节跳动 AI Lab - Lei Li Group
Areas: VAE, Constrained NLG
Researchers:
- Ning Miao (苗宁), Researcher, Constrained NLG
- Hao Zhou, Research Scientist, Constrained NLG
- Wenxian Shi(施文娴), Researcher, VAE
Applications:
- AI写稿机器人 Xiaomingbot: 涉猎体育、金融、时事的新闻写作机器人
NLG (信息流推荐系统涉及内容挖掘、召回、精排、重排、创意等多层机制和排序)
Areas: NLG
Applications:
Researchers:
Areas: Pretraining Reserchers:
- 刘群(LiuQun), 主任
Areas: Summarization, Multi-modal, Dialog
Researchers:
- Haoran Li (李浩然): Summarization, Multi-model
- Youzheng Wu (吴友正): Dialog
Applications:
清华大学-交互式人工智能(CoAI)课题组
Areas: Dialog, NLG, Sentiment-NLG, Story generation, Summarization
Researchers:
清华大学-自然语言处理与社会人文计算实验室
Areas: NMT, knowledge, pretraining, poetry generation
Researchers:
Applications:
- 九歌: 九歌具有多模态输入、多体裁多风格、人机交互创作模式等特点
北京大学-计算语言学教育部重点实验室
Areas: Pretraining,Data-to-text,Style transfer, Summarization
Researchers:
Areas: Controlled NLG, Summarization
Researchers:
- 万小军, 主任
北京大学-语言计算与机器学习组
Areas: Controlled NLG, NLG, summarization, multi-modal NLG
Researchers:
- 孙栩, 主任
Areas: Controllable NLG, Dialog
Researchers:
Areas: Summarization, NLG, multimodal NLG
Researchers:
哈尔滨工业大学-社会计算与信息检索中心-对话技术组
Areas: Dialog, Pretraining
Researchers:
- 刘挺, 主任
- Wei-Nan Zhang (张伟男), 副教授
哈尔滨工业大学-社会计算与信息检索中心-文本生成组
Areas: Data-to-text, NLG, Summarization
Researchers:
哈尔滨工业大学-社会计算与信息检索中心-语言分析组
Areas: Task-oriented Dialog
Researchers:
哈尔滨工业大学-机器智能与翻译研究室
Areas: NMT, Dialog
Researchers:
哈尔滨工业大学(深圳)-智能技术与自然语言处理实验室
Areas: NLG, Knowledge-NLG
Researchers:
哈尔滨工业大学(深圳)-人类语言技术研究组HLT
Areas: Dialog, Sentiment-nlg
Researchers:
- 徐睿峰,主任
中科院-计算所-自然语言处理研究组
Areas: NMT, dialog, inference
Researchers:
- 冯洋,研究员,博导
中科院-自动化所-语音语言技术研究组
Areas: NMT, Summarization, Dialog, Knowledge
Researchers:
东北大学-自然语言处理实验室
Areas: NMT
Researchers:
天津大学-自然语言处理实验室
Areas: NMT, QG, Style-transfer
Researchers:
- 熊德意, 主任
南京大学-自然语言处理研究组
Areas: NMT, Style-transfer
Researchers:
上海交通大学-仿脑计算与机器智能研究中心-NLP组
Areas: NMT
Researchers:
- 赵海,教授
西湖大学-张岳组
Areas: Data-to-text, Summarization
Researchers:
- 张岳,教授
厦门大学-自然语言处理实验室
Areas: NMT
Researchers:
- 史晓东,主任
香港科技大学-人类语言技术中心
Areas: Controllable NLG, Dialog, Summarization
Researchers:
- Pascale Fung, Professor
香港中文大学-文本挖掘组
Areas: NLG, Date-to-text, Dialog, Summarization
Researchers:
- Wai Lam, Professor
香港理工大学-社会媒体挖掘组
Areas: Dialog, Summarization
Researchers:
1.Maggie, WenJie Li, Associate Professor
国立**大学-自然语言处理实验室
Areas: NLG, Summarization
Researchers:
- 陳信希, 教授
国立**大学-MiuLab
Areas: Dialog
Researchers:
澳门大学-自然语言处理与中葡机器翻译实验室
Areas: NMT
Researchers:
- Fai WONG (Derek) 黄辉, Associate professor
Areas: Controllable NLG
Researchers:
- Tommi S. Jaakkola, Professor
- Regina Barzilay, Professor
CMU-NeuLab
Areas: NLG, Summarization
Researchers:
- Graham Neubig, Professor
- Pengfei Liu, Posdoc
Areas: NLG, controllable NLG, unsuperviesed summarization
Researchers: