摘要
近年来,论辩研究引起计算语言学学者的关注,并催生了一个新的研究领域,即计算论辩学。根据参与论辩过程的人数不同,计算论辩学的研究可以分成两类,即,单体式论辩和对话式论辩。对话式论辩过程在现实世界中广泛存在,如社交网络平台、司法领域、教育领域等,但是相关的研究才刚刚起步。该文综述了对话式论辩领域的基本任务设置、主流模型框架、下游应用以及公开数据和评测方法。最后,该文也指出对话式论辩未来发展的几个研究方向,包括多模态的对话式论辩分析、知识注入的论辩生成等。
In recent years,the study of argumentation has given birth to a new research field,i.e.computational argumentation.According to the number of people participating in the argumentation process,the research of computational argumentation can be divided into two categories,namely,monological argumentation and dialogical argumentation.The process of dialogical argumentation happens widely in the real world,such as social network platforms,judicial fields,education fields,etc.,but related research has just started.This paper reviews the basic task settings,mainstream model frameworks,downstream applications,and public datasets and evaluation methods in the field of dialogical argumentation.Finally,this paper rveals several research directions for the future development,including multi-modal dialogue argumentation analysis,knowledge-infused argumentation generation,etc.
作者
魏忠钰
丁佳玙
沈晨晨
高源
梁敬聪
纪程炜
林嘉昱
黄萱菁
WEI Zhongyu;DING Jiayu;SHEN Chenchen;GAO Yuan;LIANG Jingcong;JI Chengwei;LIN Jiayu;HUANG Xuanjing(School of Data Science,Fudan University,Shanghai 200433,China;School of Computer Science,Fudan University,Shanghai 200433,China)
出处
《中文信息学报》
CSCD
北大核心
2023年第10期108-121,共14页
Journal of Chinese Information Processing
关键词
计算论辩
对话式论辩
computational argumentation
dialogical argumentation
