图 书 馆
为NLP增加价值：一点语义会大有帮助Adding value to NLP: a little semantics goes a long way |
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| 课程网址: | http://videolectures.net/eswc2019_maynard_value_nlp/ |
| 主讲教师: | Diana Maynard |
| 开课单位: | 谢菲尔德大学计算机科学系 |
| 开课时间: | 2019-09-19 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Natural language processing technology is now ubiquitous, even if there are still many challenges to be faced in its development. From sentiment analysis to machine translation to chatbots; from medical systems to online shopping to fake news; even if not visibly apparent, NLP tools are now lurking hidden in the depths of an enormous number and range of real-world systems and applications. Techniques have advanced in many directions in the last 20 years thanks primarily to developments in machine learning and deep learning technologies, and to the concomitant creation of and attention to language resources. In this talk, I shall examine the role of semantics in NLP applications. It is perhaps surprising that despite recent advances in Semantic Web technology and NLP, researchers and practitioners in domains ranging from journalism to rocket science have yet to grasp their potential, and are still manually grappling feral spreadsheets and databases. I shall discuss how NLP infused with even small amounts of semantics can be a drastic game-changer in fields as diverse as crisis communication, politics, journalism, medicine, literature, and history, using examples from some of our recent projects and applications. |
| 关 键 词: | NLP增加价值; 语义Web技术; NLP应用程序; 自然语言处理技术 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2022-09-20：cyh |
| 最后编审: | 2022-09-21：cyh |
| 阅读次数: | 17 |