b'S\xc3\xb6ren Auer'

research

∙ 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...

0 Denis Obrezkov, et al. ∙

research

∙ 07/31/2023

LLMs4OL: Large Language Models for Ontology Learning

We propose the LLMs4OL approach, which utilizes Large Language Models (L...

0 Hamed Babaei Giglou, et al. ∙

research

∙ 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...

0 Oliver Karras, et al. ∙

research

∙ 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...

0 Patrick Kuckertz, et al. ∙

research

∙ 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...

0 Jennifer D'Souza, et al. ∙

research

∙ 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...

0 Ming Jiang, et al. ∙

research

∙ 03/29/2023

Zero-shot Entailment of Leaderboards for Empirical AI Research

We present a large-scale empirical investigation of the zero-shot learni...

0 Salomon Kabongo, et al. ∙

research

∙ 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...

0 Fajar J. Ekaputra, et al. ∙

research

∙ 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...

0 Jan-David Stütz, et al. ∙

research

∙ 12/11/2022

MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles

Information extraction from scholarly articles is a challenging task due...

0 Mohamad Yaser Jaradeh, et al. ∙

research

∙ 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...

0 Hassan Hussein, et al. ∙

research

∙ 10/05/2022

Clustering Semantic Predicates in the Open Research Knowledge Graph

When semantically describing knowledge graphs (KGs), users have to make ...

0 Omar Arab Oghli, et al. ∙

research

∙ 06/03/2022

Plumber: A Modular Framework to Create Information Extraction Pipelines

Information Extraction (IE) tasks are commonly studied topics in various...

0 Mohamad Yaser Jaradeh, et al. ∙

research

∙ 06/03/2022

Open Research Knowledge Graph:A System Walkthrough

Despite improved digital access to scholarly literature in the last deca...

0 Mohamad Yaser Jaradeh, et al. ∙

research

∙ 05/13/2022

KnowGraph-PM: a Knowledge Graph based Pricing Model for Semiconductors Supply Chains

Semiconductor supply chains are described by significant demand fluctuat...

0 Nour Ramzy, et al. ∙

research

∙ 05/13/2022

MARE: Semantic Supply Chain Disruption Management and Resilience Evaluation Framework

Supply Chains (SCs) are subject to disruptive events that potentially hi...

0 Nour Ramzy, et al. ∙

research

∙ 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...

0 Nour Ramzy, et al. ∙

research

∙ 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, ...

0 Allard Oelen, et al. ∙

research

∙ 03/28/2022

Computer Science Named Entity Recognition in the Open Research Knowledge Graph

Domain-specific named entity recognition (NER) on Computer Science (CS) ...

0 Jennifer D'Souza, et al. ∙

research

∙ 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...

0 Allard Oelen, et al. ∙

research

∙ 11/30/2021

Easy Semantification of Bioassays

Biological data and knowledge bases increasingly rely on Semantic Web te...

0 Marco Anteghini, et al. ∙

research

∙ 11/23/2021

Triple Classification for Scholarly Knowledge Graph Completion

Scholarly Knowledge Graphs (KGs) provide a rich source of structured inf...

0 Mohamad Yaser Jaradeh, et al. ∙

research

∙ 08/31/2021

Automated Mining of Leaderboards for Empirical AI Research

With the rapid growth of research publications, empowering scientists to...

0 Salomon Kabongo, et al. ∙

research

∙ 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...

0 Oliver Karras, et al. ∙

research

∙ 07/12/2021

EduCOR: An Educational and Career-Oriented Recommendation Ontology

With the increased dependence on online learning platforms and education...

0 Eleni Ilkou, et al. ∙

research

∙ 07/08/2021

SmartReviews: Towards Human- and Machine-actionable Reviews

Review articles summarize state-of-the-art work and provide a means to o...

0 Allard Oelen, et al. ∙

research

∙ 07/05/2021

Demonstration of Faceted Search on Scholarly Knowledge Graphs

Scientists always look for the most accurate and relevant answer to thei...

0 Golsa Heidari, et al. ∙

research

∙ 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...

0 Golsa Heidari, et al. ∙

research

∙ 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...

0 Jennifer D'Souza, et al. ∙

research

∙ 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...

0 Mohamad Yaser Jaradeh, et al. ∙

research

∙ 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 ...

0 Arthur Brack, et al. ∙

research

∙ 01/19/2021

Metadata Analysis of Open Educational Resources

Open Educational Resources (OERs) are openly licensed educational materi...

0 Mohammadreza Tavakoli, et al. ∙

research

∙ 12/01/2020

Creating a Scholarly Knowledge Graph from Survey Article Tables

Due to the lack of structure, scholarly knowledge remains hardly accessi...

0 Allard Oelen, et al. ∙

research

∙ 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...

0 Farah Karim, et al. ∙

research

∙ 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...

0 Jennifer D'Souza, et al. ∙

research

∙ 09/16/2020

Representing Semantified Biological Assays in the Open Research Knowledge Graph

In the biotechnology and biomedical domains, recent text mining efforts ...

0 Marco Anteghini, et al. ∙

research

∙ 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...

0 Marco Anteghini, et al. ∙

research

∙ 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...

0 Jennifer D'Souza, et al. ∙

research

∙ 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...

0 Mila Runnwerth, et al. ∙

research

∙ 06/02/2020

Question Answering on Scholarly Knowledge Graphs

Answering questions on scholarly knowledge comprising text and other art...

0 Mohamad Yaser Jaradeh, et al. ∙

research

∙ 05/21/2020

Quality Prediction of Open Educational Resources A Metadata-based Approach

Open Educational Resources (OERs) are openly licensed educational materi...

0 Mohammadreza Tavakoli, et al. ∙

research

∙ 05/20/2020

Requirements Analysis for an Open Research Knowledge Graph

Current science communication has a number of drawbacks and bottlenecks ...

0 Arthur Brack, et al. ∙

research

∙ 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...

0 Ming Jiang, et al. ∙

research

∙ 03/11/2020

Compacting Frequent Star Patterns in RDF Graphs

Knowledge graphs have become a popular formalism for representing entiti...

0 Farah Karim, et al. ∙

research

∙ 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...

0 Jennifer D'Souza, et al. ∙

research

∙ 01/09/2020

Domain-independent Extraction of Scientific Concepts from Research Articles

We examine the novel task of domain-independent scientific concept extra...

0 Arthur Brack, et al. ∙

research

∙ 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...

0 Isaiah Onando Mulang', et al. ∙

research

∙ 10/07/2019

The Query Translation Landscape: a Survey

Whereas the availability of data has seen a manyfold increase in past ye...

0 Mohamed Nadjib Mami, et al. ∙

research

∙ 01/30/2019

Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge

Despite improved digital access to scholarly knowledge in recent decades...

0 Mohamad Yaser Jaradeh, et al. ∙

research

∙ 01/30/2019

Open Research Knowledge Graph: Towards Machine Actionability in Scholarly Communication

Despite improved digital access to scientific publications in the last d...

0 Mohamad Yaser Jaradeh, et al. ∙

Sören Auer

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