Information extraction from scientific articles: a survey

Z Nasar, SW Jaffry, MK Malik - Scientometrics, 2018 - Springer
In last few decades, with the advent of World Wide Web (WWW), world is being overloaded
with huge data. This huge data carries potential information that once extracted, can be used …

CORWA: A citation-oriented related work annotation dataset

X Li, B Mandal, J Ouyang - arxiv preprint arxiv:2205.03512, 2022 - arxiv.org
Academic research is an exploratory activity to discover new solutions to problems. By this
nature, academic research works perform literature reviews to distinguish their novelties …

Automatic recognition of conceptualization zones in scientific articles and two life science applications

M Liakata, S Saha, S Dobnik, C Batchelor… - …, 2012 - academic.oup.com
Motivation: Scholarly biomedical publications report on the findings of a research
investigation. Scientists use a well-established discourse structure to relate their work to the …

[BOOK][B] Healthcare data analytics

CK Reddy, CC Aggarwal - 2015 - books.google.com
Supplying a comprehensive overview of healthcare analytics research, Healthcare Data
Analytics provides an understanding of the analytical techniques currently available to solve …

[PDF][PDF] Predicting the rise and fall of scientific topics from trends in their rhetorical framing

V Prabhakaran, WL Hamilton… - Proceedings of the …, 2016 - aclanthology.org
Computationally modeling the evolution of science by tracking how scientific topics rise and
fall over time has important implications for research funding and public policy. However …

Writing strategies for science communication: Data and computational analysis

T August, L Kim, K Reinecke… - Proceedings of the 2020 …, 2020 - aclanthology.org
Communicating complex scientific ideas without misleading or overwhelming the public is
challenging. While science communication guides exist, they rarely offer empirical evidence …

Citation recommendation using distributed representation of discourse facets in scientific articles

Y Kobayashi, M Shimbo, Y Matsumoto - … of the 18th ACM/IEEE on joint …, 2018 - dl.acm.org
Scientific articles usually follow a common pattern of discourse, and their contents can be
divided into several facets, such as objective, method, and result. We examine the efficacy of …

Active learning-based information structure analysis of full scientific articles and two applications for biomedical literature review

Y Guo, I Silins, U Stenius, A Korhonen - Bioinformatics, 2013 - academic.oup.com
Motivation: Techniques that are capable of automatically analyzing the information structure
of scientific articles could be highly useful for improving information access to biomedical …

Fast and scalable neural embedding models for biomedical sentence classification

A Agibetov, K Blagec, H Xu, M Samwald - BMC bioinformatics, 2018 - Springer
Background Biomedical literature is expanding rapidly, and tools that help locate information
of interest are needed. To this end, a multitude of different approaches for classifying …

On the composition of scientific abstracts

I Atanassova, M Bertin, V Larivière - Journal of Documentation, 2016 - emerald.com
Purpose–Scientific abstracts reproduce only part of the information and the complexity of
argumentation in a scientific article. The purpose of this paper provides a first analysis of the …