报告题目：Survey of Natural Language Processing for Education Taxonomy, Systematic Review, and Future Trends

作者：蓝韵诗

单位：华东师范大学数据与科学学院

报告人：李磊

报告时间：2024年5月20日

报告地点：博学楼621

报告内容摘要：Natural Language Processing (NLP) aims to analyze text or speech via techniques in the computer science field. It serves the applications in domains of healthcare, commerce, education and so on. Particularly, NLP has been applied to the education domain to help teaching and learning. In this survey, we review recent advances in NLP with the focus on solving problems relevant to the education domain. In detail, we begin with introducing the related background. Then, we present a taxonomy of NLP in the education domain. Next, we illustrate the task definition, challenges, and corresponding techniques based on the above taxonomy. After that, we showcase some off-the-shelf demonstrations in this domain and conclude with future directions.