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08/30/2023
An Approach to Evaluate User Interfaces in a Scholarly Knowledge Communication Domain
The amount of research articles produced every day is overwhelming: scho...
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07/31/2023
LLMs4OL: Large Language Models for Ontology Learning
We propose the LLMs4OL approach, which utilizes Large Language Models (L...
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06/29/2023
Divide and Conquer the EmpiRE: A Community-Maintainable Knowledge Graph of Empirical Research in Requirements Engineering
[Background.] Empirical research in requirements engineering (RE) is a c...
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06/18/2023
A Metadata-Based Ecosystem to Improve the FAIRness of Research Software
The reuse of research software is central to research efficiency and aca...
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05/22/2023
Evaluating Prompt-based Question Answering for Object Prediction in the Open Research Knowledge Graph
There have been many recent investigations into prompt-based training of...
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05/03/2023
Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections
The rapid growth of research publications has placed great demands on di...
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03/29/2023
Zero-shot Entailment of Leaderboards for Empirical AI Research
We present a large-scale empirical investigation of the zero-shot learni...
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03/27/2023
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG
In line with the general trend in artificial intelligence research to cr...
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02/17/2023
A Next-Generation Digital Procurement Workspace Focusing on Information Integration, Automation, Analytics, and Sustainability
Recent events such as wars, sanctions, pandemics, and climate change hav...
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12/11/2022
MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles
Information extraction from scholarly articles is a challenging task due...
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11/22/2022
KGMM – A Maturity Model for Scholarly Knowledge Graphs based on Intertwined Human-Machine Collaboration
Knowledge Graphs (KG) have gained increasing importance in science, busi...
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10/05/2022
Clustering Semantic Predicates in the Open Research Knowledge Graph
When semantically describing knowledge graphs (KGs), users have to make ...
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06/03/2022
Plumber: A Modular Framework to Create Information Extraction Pipelines
Information Extraction (IE) tasks are commonly studied topics in various...
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06/03/2022
Open Research Knowledge Graph:A System Walkthrough
Despite improved digital access to scholarly literature in the last deca...
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05/13/2022
KnowGraph-PM: a Knowledge Graph based Pricing Model for Semiconductors Supply Chains
Semiconductor supply chains are described by significant demand fluctuat...
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05/13/2022
MARE: Semantic Supply Chain Disruption Management and Resilience Evaluation Framework
Supply Chains (SCs) are subject to disruptive events that potentially hi...
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05/13/2022
SENS: Semantic Synthetic Benchmarking Model for integrated supply chain simulation and analysis
Supply Chain (SC) modeling is essential to understand and influence SC b...
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05/09/2022
TinyGenius: Intertwining Natural Language Processing with Microtask Crowdsourcing for Scholarly Knowledge Graph Creation
As the number of published scholarly articles grows steadily each year, ...
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03/28/2022
Computer Science Named Entity Recognition in the Open Research Knowledge Graph
Domain-specific named entity recognition (NER) on Computer Science (CS) ...
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11/30/2021
SmartReviews: Towards Human- and Machine-actionable Representation of Review Articles
Review articles are a means to structure state-of-the-art literature and...
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11/30/2021
Easy Semantification of Bioassays
Biological data and knowledge bases increasingly rely on Semantic Web te...
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11/23/2021
Triple Classification for Scholarly Knowledge Graph Completion
Scholarly Knowledge Graphs (KGs) provide a rich source of structured inf...
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08/31/2021
Automated Mining of Leaderboards for Empirical AI Research
With the rapid growth of research publications, empowering scientists to...
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08/11/2021
Researcher or Crowd Member? Why not both! The Open Research Knowledge Graph for Applying and Communicating CrowdRE Research
In recent decades, there has been a major shift towards improved digital...
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07/12/2021
EduCOR: An Educational and Career-Oriented Recommendation Ontology
With the increased dependence on online learning platforms and education...
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07/08/2021
SmartReviews: Towards Human- and Machine-actionable Reviews
Review articles summarize state-of-the-art work and provide a means to o...
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07/05/2021
Demonstration of Faceted Search on Scholarly Knowledge Graphs
Scientists always look for the most accurate and relevant answer to thei...
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07/05/2021
Leveraging a Federation of Knowledge Graphs to Improve Faceted Search in Digital Libraries
Scientists always look for the most accurate and relevant answers to the...
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06/10/2021
SemEval-2021 Task 11: NLPContributionGraph – Structuring Scholarly NLP Contributions for a Research Knowledge Graph
There is currently a gap between the natural language expression of scho...
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02/22/2021
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines
In the last decade, a large number of Knowledge Graph (KG) information e...
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02/11/2021
Analysing the Requirements for an Open Research Knowledge Graph: Use Cases, Quality Requirements and Construction Strategies
Current science communication has a number of drawbacks and bottlenecks ...
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01/19/2021
Metadata Analysis of Open Educational Resources
Open Educational Resources (OERs) are openly licensed educational materi...
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12/01/2020
Creating a Scholarly Knowledge Graph from Survey Article Tables
Due to the lack of structure, scholarly knowledge remains hardly accessi...
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11/19/2020
Compact Representations for Efficient Storage of Semantic Sensor Data
Nowadays, there is a rapid increase in the number of sensor data generat...
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10/09/2020
Sentence, Phrase, and Triple Annotations to Build a Knowledge Graph of Natural Language Processing Contributions – A Trial Dataset
Purpose: The aim of this work is to normalize the NLPCONTRIBUTIONS schem...
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09/16/2020
Representing Semantified Biological Assays in the Open Research Knowledge Graph
In the biotechnology and biomedical domains, recent text mining efforts ...
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09/16/2020
SciBERT-based Semantification of Bioassays in the Open Research Knowledge Graph
As a novel contribution to the problem of semantifying biological assays...
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06/23/2020
NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature
We describe an annotation initiative to capture the scholarly contributi...
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06/23/2020
Operational Research Literature as a Use Case for the Open Research Knowledge Graph
The Open Research Knowledge Graph (ORKG) provides machine-actionable acc...
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06/02/2020
Question Answering on Scholarly Knowledge Graphs
Answering questions on scholarly knowledge comprising text and other art...
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05/21/2020
Quality Prediction of Open Educational Resources A Metadata-based Approach
Open Educational Resources (OERs) are openly licensed educational materi...
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05/20/2020
Requirements Analysis for an Open Research Knowledge Graph
Current science communication has a number of drawbacks and bottlenecks ...
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04/13/2020
Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification
With the rapid growth of research publications, there is a vast amount o...
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03/11/2020
Compacting Frequent Star Patterns in RDF Graphs
Knowledge graphs have become a popular formalism for representing entiti...
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03/02/2020
The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources
We introduce the STEM (Science, Technology, Engineering, and Medicine) D...
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01/09/2020
Domain-independent Extraction of Scientific Concepts from Research Articles
We examine the novel task of domain-independent scientific concept extra...
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12/12/2019
Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph
The Entity Linking (EL) approaches have been a long-standing research fi...
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10/07/2019
The Query Translation Landscape: a Survey
Whereas the availability of data has seen a manyfold increase in past ye...
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01/30/2019
Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge
Despite improved digital access to scholarly knowledge in recent decades...
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01/30/2019
