Open Access
Discourse-level argumentation in scientific articles: human and automatic annotation
Simone Teufel,Marc Moens +1 more
TLDR
A rhetorically defined annotation scheme which is part of the authors' corpus-based method for the summarisation of scientific articles, and it is shown that this kind of resource can be used to train a system to automate the annotation work.Abstract:
In this paper we present a rhetorically defined annotation scheme which is part of our corpus-based method for the summarisation of scientific articles. The annotation scheme consists of seven non-hierarchical labels which model prototypical academic argumentation and expected intentional 'moves'. In a large-scale experiments with three expert coders, we found the scheme stable and reproducible. We have built a resource consisting of 80 papers annotated by the scheme, and we show that this kind of resource can be used to train a system to automate the annotation work.read more
Citations
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Journal ArticleDOI
Extractive summarisation of legal texts
Ben Hachey,Claire Grover +1 more
TL;DR: Results are encouraging as they achieve state-of-the-art accuracy using robust, automatically generated cue phrase information and the utility of the rhetorical annotation scheme as a model of legal discourse, which provides a clear means for structuring summaries and tailoring them to different types of users.
Journal ArticleDOI
Survey about citation context analysis: Tasks, techniques, and resources
TL;DR: An overview of general concepts and contributions to the solutions to problems related to bibliometric calculations are presented, with the purpose of identifying trends and suggesting possible future research directions.
Journal ArticleDOI
Combining information extraction with genetic algorithms for text mining
TL;DR: This work has brought together the benefits of GAs for data mining and IE technology to propose a new approach for high-level knowledge discovery that doesn't rely on external resources or conceptual descriptions and performs the discovery using only information from the original corpus of text documents and from training data computed from them.
Proceedings ArticleDOI
Multidimensional text analysis for eRulemaking
TL;DR: Techniques to automatically analyze large number of public comments on proposed regulations, performed on comments submitted to the Environmental Protection Agency in response to their proposed rule for mercury regulation, are developed.
Book
The Scientific Article in the Age of Digitization
TL;DR: The author examines the development of scientific communication through digitization, the impact of digitization on scientific communication, and the dynamics of change in the period 1987-2004.
References
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The automatic creation of literature abstracts
TL;DR: In the exploratory research described, the complete text of an article in machine-readable form is scanned by an IBM 704 data-processing machine and analyzed in accordance with a standard program.
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Summarizing scientific articles: experiments with relevance and rhetorical status
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