Towards a knowledge graph for science

S Auer, V Kovtun, M Prinz, A Kasprzik… - Proceedings of the 8th …, 2018 - dl.acm.org
The document-centric workflows in science have reached (or already exceeded) the limits of
adequacy. This is emphasized by recent discussions on the increasing proliferation of …

[HTML][HTML] Sequential sentence classification in research papers using cross-domain multi-task learning

A Brack, E Entrup, M Stamatakis… - International Journal on …, 2024 - Springer
The automatic semantic structuring of scientific text allows for more efficient reading of
research articles and is an important indexing step for academic search engines. Sequential …

Domain-independent extraction of scientific concepts from research articles

A Brack, J D'Souza, A Hoppe, S Auer… - European Conference on …, 2020 - Springer
We examine the novel task of domain-independent scientific concept extraction from
abstracts of scholarly articles and present two contributions. First, we suggest a set of …

[PDF][PDF] Collaboro: a collaborative (meta) modeling tool

JLC Izquierdo, J Cabot - PeerJ Computer Science, 2016 - peerj.com
Motivation Scientists increasingly rely on intelligent information systems to help them in their
daily tasks, in particular for managing research objects, like publications or datasets. The …

The STEM-ECR dataset: grounding scientific entity references in STEM scholarly content to authoritative encyclopedic and lexicographic sources

J D'Souza, A Hoppe, A Brack, MY Jaradeh… - arXiv preprint arXiv …, 2020 - arxiv.org
We introduce the STEM (Science, Technology, Engineering, and Medicine) Dataset for
Scientific Entity Extraction, Classification, and Resolution, version 1.0 (STEM-ECR v1. 0) …

TxLASM: A novel language agnostic summarization model for text documents

AA Saleh, L Weigang - Expert Systems with Applications, 2024 - Elsevier
Abstract In Natural Language Processing (NLP) domain, the majority of automatic text
summarization approaches depend on a prior knowledge of the language and/or the …

[HTML][HTML] OpenBiodiv-O: ontology of the OpenBiodiv knowledge management system

V Senderov, K Simov, N Franz, P Stoev… - Journal of biomedical …, 2018 - Springer
Background The biodiversity domain, and in particular biological taxonomy, is moving in the
direction of semantization of its research outputs. The present work introduces OpenBiodiv …

[HTML][HTML] Analysing the requirements for an open research knowledge graph: use cases, quality requirements, and construction strategies

A Brack, A Hoppe, M Stocker, S Auer… - International Journal on …, 2022 - Springer
Current science communication has a number of drawbacks and bottlenecks which have
been subject of discussion lately: Among others, the rising number of published articles …

Document automation architectures and technologies: A survey

MA Achachlouei, O Patil, T Joshi, VN Nair - arXiv preprint arXiv …, 2021 - arxiv.org
This paper surveys the current state of the art in document automation (DA). The objective of
DA is to reduce the manual effort during the generation of documents by automatically …

[HTML][HTML] Research Articles in Simplified HTML: a Web-first format for HTML-based scholarly articles

S Peroni, F Osborne, A Di Iorio, AG Nuzzolese… - PeerJ Computer …, 2017 - peerj.com
Purpose This paper introduces the Research Articles in Simplified HTML (or RASH), which
is a Web-first format for writing HTML-based scholarly papers; it is accompanied by the …