TLDR: Extreme summarization of scientific documents

I Cachola, K Lo, A Cohan, DS Weld - arxiv preprint arxiv:2004.15011, 2020 - arxiv.org
We introduce TLDR generation, a new form of extreme summarization, for scientific papers.
TLDR generation involves high source compression and requires expert background …

Parsing argumentation structures in persuasive essays

C Stab, I Gurevych - Computational Linguistics, 2017 - direct.mit.edu
In this article, we present a novel approach for parsing argumentation structures. We identify
argument components using sequence labeling at the token level and apply a new joint …

Measuring the evolution of a scientific field through citation frames

D Jurgens, S Kumar, R Hoover, D McFarland… - Transactions of the …, 2018 - direct.mit.edu
Citations have long been used to characterize the state of a scientific field and to identify
influential works. However, writers use citations for different purposes, and this varied …

[PDF][PDF] Identifying argumentative discourse structures in persuasive essays

C Stab, I Gurevych - Proceedings of the 2014 conference on …, 2014 - aclanthology.org
In this paper, we present a novel approach for identifying argumentative discourse structures
in persuasive essays. The structure of argumentation consists of several components (ie …

Summarizing scientific articles: experiments with relevance and rhetorical status

S Teufel, M Moens - Computational linguistics, 2002 - direct.mit.edu
In this article we propose a strategy for the summarization of scientific articles that
concentrates on the rhetorical status of statements in an article: Material for summaries is …

Argumentation mining: the detection, classification and structure of arguments in text

RM Palau, MF Moens - Proceedings of the 12th international conference …, 2009 - dl.acm.org
Argumentation is the process by which arguments are constructed and handled.
Argumentation constitutes a major component of human intelligence. The ability to engage …

Content‐based citation analysis: The next generation of citation analysis

Y Ding, G Zhang, T Chambers, M Song… - Journal of the …, 2014 - Wiley Online Library
Traditional citation analysis has been widely applied to detect patterns of scientific
collaboration, map the landscapes of scholarly disciplines, assess the impact of research …

[PDF][PDF] Context dependent claim detection

R Levy, Y Bilu, D Hershcovich, E Aharoni… - … of COLING 2014, the …, 2014 - aclanthology.org
While discussing a concrete controversial topic, most humans will find it challenging to
swiftly raise a diverse set of convincing and relevant claims that should set the basis of their …

[PDF][PDF] Automatic classification of citation function

S Teufel, A Siddharthan, D Tidhar - Proceedings of the 2006 …, 2006 - aclanthology.org
Citation function is defined as the author's reason for citing a given paper (eg
acknowledgement of the use of the cited method). The automatic recognition of the rhetorical …

Building an argument search engine for the web

H Wachsmuth, M Potthast, K Al Khatib… - Proceedings of the …, 2017 - aclanthology.org
Computational argumentation is expected to play a critical role in the future of web search.
To make this happen, many search-related questions must be revisited, such as how people …