منابع مشابه
Argumentation Mining in Scientific Discourse
The dominant approach to argumentation mining has been to treat argumentation scheme detection as a machine learning problem based upon superficial text features, and to treat the relationships between arguments as support or attack. However, applications such as accurately representing and summarizing argumentation in scientific research articles require a deeper understanding of the text and ...
متن کاملArgumentation Mining in Parliamentary Discourse
We examine whether using frame choices in forum statements can help us identify framing strategies in parliamentary discourse. In this analysis, we show how features based on embedding representations can improve discovering various frames in argumentative political speech. Given the complex nature of the parliamentary discourse, the initial results that are presented here are promising. We fur...
متن کاملTowards relation based Argumentation Mining
We advocate a relation based approach to Argumentation Mining. Our focus lies on the extraction of argumentative relations instead of the identification of arguments, themselves. By classifying pairs of sentences according to the relation that holds between them we are able to identify sentences that may be factual when considered in isolation, but carry argumentative meaning when read in conte...
متن کاملArgumentation Mining in User-Generated Web Discourse
The goal of argumentation mining, an evolving research field in computational linguistics, is to design methods capable of analyzing people’s argumentation. In this article, we go beyond the state of the art in several ways. (i) We deal with actual Web data and take up the challenges given by the variety of registers, multiple domains, and unrestricted noisy user-generated Web discourse. (ii) W...
متن کاملArgument Mining Using Argumentation Scheme Structures
Argumentation schemes are patterns of human reasoning which have been detailed extensively in philosophy and psychology. In this paper we demonstrate that the structure of such schemes can provide rich information to the task of automatically identify complex argumentative structures in natural language text. By training a range of classifiers to identify the individual proposition types which ...
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ژورنال
عنوان ژورنال: Artificial Intelligence and Law
سال: 2011
ISSN: 0924-8463,1572-8382
DOI: 10.1007/s10506-010-9104-x