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대학원공지

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[ CS Seminar : 2021.5.18 오후 4시 연사 : Reinald Kim Amplayo ]
작성일
2021.05.17
작성자
컴퓨터과학과 홈페이지 관리자
게시글 내용

연 사 :  Reinald Kim Amplayo

https://rktamplayo.github.io/assets/cv/cv.pdf


일 시 : 5월 18일 오후 4시


Zoom Link:

https://yonsei.zoom.us/j/85943573122?pwd=QWFHOEFCSlB2N0pPVlZXK0dBWWFndz09


회의 ID: 859 4357 3122

암호: 146329


Title: Towards Personalized Opinion Mining

Abstract:
Mining opinions on the web is a long-standing problem in our field, and current solutions still cannot help individual consumers in making good decisions. These systems need to be both comprehensible to humans and controllable based on user preferences. In this talk, I will introduce three tasks that would lead to personalized opinion mining, as well as effective ML/NLP solutions to solve them. The first task is attribute representation and injection, where we try to incorporate user and product attributes into our NLP systems. The second task is opinion summarization, where we summarize opinions found in multiple reviews in an unsupervised manner. Finally, I will present a method to generate aspect-controllable opinion summaries and argue that this is one of the final steps towards solving opinion mining.