[4] Artificial Researcher IT GmbH, Vienna, Austria
[5] TU Wien, Vienna, Austria
[6] Res Studios Austria, Vienna, Austria
[7] Carnegie Mellon Univ, Ctr AI & Patent Anal, Pittsburgh, PA USA
来源:
PROCEEDINGS OF THE 46TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, SIGIR 2023
|
2023年
关键词:
patent analysis;
text mining;
semantic technology;
deep learning;
D O I:
10.1145/3539618.3591929
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Information retrieval systems for the patent domain have a long history. They can support patent experts in a variety of daily tasks: from analyzing the patent landscape to support experts in the patenting process and large-scale information extraction. Advances in machine learning and natural language processing allow to further automate tasks, such as paragraph retrieval or even patent text generation. Uncovering the potential of semantic technologies for the intellectual property (IP) industry is just getting started. Investigating the use of artificial intelligence methods for the patent domain is therefore not only of academic interest, but also highly relevant for practitioners. Compared to other domains, high quality, semi-structured, annotated data is available in large volumes (a requirement for supervised machine learning models), making training large models easier. On the other hand, domain-specific challenges arise, such as very technical language or legal requirements for patent documents. The focus of the 4th edition of this workshop will be on two-way communication between industry and academia from all areas of information retrieval in particular with the Asian community. We want to bring together novel research results and the latest systems and methods employed by practitioners in the field.
机构:
Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R ChinaTianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
Pan, Zhou
Wang, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R ChinaTianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
Wang, Yuan
Ren, Jingzheng
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong 999077, Peoples R ChinaTianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
Ren, Jingzheng
Chen, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R ChinaTianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
Chen, Hong
Lu, Yaling
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Environm Planning, Beijing 100012, Peoples R ChinaTianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
Lu, Yaling
Wang, Yanwei
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
Beijing SDL Technol Co Ltd Beijing, Beijing 102206, Peoples R ChinaTianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
Wang, Yanwei
Ping, Liying
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R ChinaTianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
Ping, Liying
Yang, Chenbo
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R ChinaTianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China