Identifying problems and solutions in scientific text. [PDF]
Scientometrics, 2018 Research is often described as a problem-solving activity, and as a result, descriptions of problems and solutions are an essential part of the scientific discourse used to describe research activity. We present an automatic classifier that, given a phrase that may or may not be a description of a scientific problem or a solution, makes a binary ...
Heffernan K, Teufel S.
europepmc +6 more sources
PDFDataExtractor: A Tool for Reading Scientific Text and Interpreting Metadata from the Typeset Literature in the Portable Document Format. [PDF]
J Chem Inf Model, 2022 The layout of portable document format (PDF) files is constant to any screen, and the metadata therein are latent, compared to mark-up languages such as HTML and XML.
Zhu M, Cole JM.
europepmc +2 more sources
A large dataset of scientific text reuse in Open-Access publications. [PDF]
Sci Data, 2023 We present the Webis-STEREO-21 dataset, a massive collection of S cientific Te xt Re use in O pen-access publications. It contains 91 million cases of reused text passages found in 4.2 million unique open-access publications.
Gienapp L +4 more
europepmc +3 more sources
Structured information extraction from scientific text with large language models. [PDF]
Nat CommunExtracting structured knowledge from scientific text remains a challenging task for machine learning models. Here, we present a simple approach to joint named entity recognition and relation extraction and demonstrate how pretrained large language models
Dagdelen J +7 more
europepmc +2 more sources
Survey of BERT-Base Models for Scientific Text Classification: COVID-19 Case Study
Applied Sciences (Switzerland), 2022 On 30 January 2020, the World Health Organization announced a new coronavirus, which later turned out to be very dangerous. Since that date, COVID-19 has spread to become a pandemic that has now affected practically all regions in the world.
Hatem Bellaaj +2 more
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Aestheticization of Scientific Texts [PDF]
Revista Brasileira de Linguística Aplicada, 2021 Currently, there is no doubt about the availability of expressive means in the texts of scientific content. The aim of the paper is to analyze aesthetics means in scientific texts due to the author’s individuality and dialogical nature of scientific ...
Elena Dolzhich, Svetlana Dmitrichenkova
doaj +3 more sources
'HypothesisFinder:' a strategy for the detection of speculative statements in scientific text. [PDF]
PLoS Comput Biol, 2013 Speculative statements communicating experimental findings are frequently found in scientific articles, and their purpose is to provide an impetus for further investigations into the given topic.
Malhotra A +3 more
europepmc +2 more sources
FigGen: Text to Scientific Figure Generation [PDF]
CoRR, 2023 Published at ICLR 2023 as a Tiny ...
Juan A. Rodríguez +4 more
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Scientific Text Mining and Knowledge Graphs
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020 Unstructured scientific text, in various forms of textual artifacts, including manuscripts, publications, patents, and proposals, is used to store the tremendous wealth of knowledge discovered after weeks, months, and years, developing hypotheses, working in the lab or clinic, and analyzing results.
Meng Jiang 0001, Jingbo Shang
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An original template solution for FAIR scientific text mining [PDF]
MethodsX, 2023 Niels Zondervan +1 more
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