The Semantic Web: ESWC 2022 Satellite Events
Hersonissos, Crete, Greece, May 29 – June 2, 2022, Proceedings
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Article
Open AccessHow different is different? Systematically identifying distribution shifts and their impacts in NER datasets
When processing natural language, we are frequently confronted with the problem of distribution shift. For example, using a model trained on a news corpus to subsequently process legal text exhibits reduced pe...
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Article
Open AccessBioBLP: a modular framework for learning on multimodal biomedical knowledge graphs
Knowledge graphs (KGs) are an important tool for representing complex relationships between entities in the biomedical domain. Several methods have been proposed for learning embeddings that can be used to pre...
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Chapter and Conference Paper
Data Integration Landscapes: The Case for Non-optimal Solutions in Network Diffusion Models
The successful application of computational models presupposes access to accurate, relevant, and representative datasets. The growth of public data, and the increasing practice of data sharing and reuse, empha...
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Chapter
The Mysterious User of Research Data: Knitting Together Science and Technology Studies with Information and Computer Science
Open, accessible, and standardized research data are seen as essential scaffolding for open science. To support this vision, data repositories and scientific publishers have developed new tools to facilitate d...
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Article
Data distribution debugging in machine learning pipelines
Machine learning (ML) is increasingly used to automate impactful decisions, and the risks arising from this widespread use are garnering attention from policy makers, scientists, and the media. ML applications...
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Article
Open AccessStructure-based knowledge acquisition from electronic lab notebooks for research data provenance documentation
Electronic Laboratory Notebooks (ELNs) are used to document experiments and investigations in the wet-lab. Protocols in ELNs contain a detailed description of the conducted steps including the necessary inform...
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Living Reference Work Entry In depth
Knowledge Graphs
Abstract
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Chapter and Conference Paper
Correction to: The Semantic Web
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Chapter and Conference Paper
Question Answering with Additive Restrictive Training (QuAART): Question Answering for the Rapid Development of New Knowledge Extraction Pipelines
Numerous studies have explored the use of language models and question answering techniques for knowledge extraction. In most cases, these models are trained on data specific to the new task at hand. We hypoth...
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Book and Conference Proceedings
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Book and Conference Proceedings
The Semantic Web
19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 – June 2, 2022, Proceedings
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Book and Conference Proceedings
Semantic Systems. In the Era of Knowledge Graphs
16th International Conference on Semantic Systems, SEMANTiCS 2020, Amsterdam, The Netherlands, September 7–10, 2020, Proceedings
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Article
Open AccessDataset search: a survey
Generating value from data requires the ability to find, access and make sense of datasets. There are many efforts underway to encourage data sharing and reuse, from scientific publishers asking authors to sub...
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Article
Open AccessAddendum: The FAIR Guiding Principles for scientific data management and stewardship
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Chapter
Linked Data Management
The size of Linked Data is growing exponentially, thus a Linked Data management system has to be able to deal with increasing amounts of data. Additionally, in the Linked Data context, variety is especially im...
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Article
Open AccessThe FAIR Guiding Principles for scientific data management and stewardship
There is an urgent need to improve the infrastructure supporting the reuse of scholarly data. A diverse set of stakeholders—representing academia, industry, funding agencies, and scholarly publishers—have come...
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Book and Conference Proceedings
The Semantic Web – ISWC 2016
15th International Semantic Web Conference, Kobe, Japan, October 17–21, 2016, Proceedings, Part II
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Book and Conference Proceedings
The Semantic Web – ISWC 2016
15th International Semantic Web Conference, Kobe, Japan, October 17–21, 2016, Proceedings, Part I
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Chapter and Conference Paper
Erratum to: Trade-Offs in Automatic Provenance Capture
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Chapter and Conference Paper
Trade-Offs in Automatic Provenance Capture
Automatic provenance capture from arbitrary applications is a challenging problem. Different approaches to tackle this problem have evolved, most notably a. system-event trace analysis, b. compile-time static ins...
