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Found 11 papers, 5 papers with code
Abusive Language on Social Media Through the Legal Looking Glass
These standards include definitions of what is considered abusive language, annotation guidelines and reporting on the process.
TAPS Responsibility Matrix: A tool for responsible data science by design
However, guidance on the responsibilities of the data scientists and the other involved actors in a data science project is typically missing.
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs
Finally, we present the balance between data utility and privacy in synthetic data generation considering the different data structure and characteristics of real-world datasets such as imbalance variables, abnormal distributions, and sparsity of data.
BioSimulators: a central registry of simulation engines and services for recommending specific tools
To help investigators find and use simulation tools, we developed BioSimulators (https://biosimulators. org), a central registry of the capabilities of simulation tools and consistent Python, command-line, and containerized interfaces to each version of each tool.
Knowledge Graphs Evolution and Preservation -- A Technical Report from ISWS 2019
Although linked open data (LOD) is one knowledge graph, it is the closest realisation (and probably the only one) to a public FAIR Knowledge Graph (KG) of everything.
Towards FAIR protocols and workflows: The OpenPREDICT case study
Our evaluation shows the high degree to which our FAIRified OpenPREDICT workflow now adheres to the FAIR principles and the practicality and usefulness of being able to answer our new competency questions.
Privacy-Preserving Generalized Linear Models using Distributed Block Coordinate Descent
We conclude that our method is a viable approach for vertically partitioned data analysis with a wide range of real-world applications.
Drug–drug interaction extraction via hierarchical RNNs on sequence and shortest dependency paths
Results In this article, we present a hierarchical recurrent neural networks (RNNs)-based method to integrate the SDP and sentence sequence for DDI extraction task.
On Reasoning with RDF Statements about Statements using Singleton Property Triples
If the singleton property triples describe a data triple, then how can a reasoner infer this data triple from the singleton property triples?
Publishing without Publishers: a Decentralized Approach to Dissemination, Retrieval, and Archiving of Data
Making available and archiving scientific results is for the most part still considered the task of classical publishing companies, despite the fact that classical forms of publishing centered around printed narrative articles no longer seem well-suited in the digital age.
Digital Libraries
Trusty URIs: Verifiable, Immutable, and Permanent Digital Artifacts for Linked Data
To make digital resources on the web verifiable, immutable, and permanent, we propose a technique to include cryptographic hash values in URIs.
Cryptography and Security Digital Libraries Networking and Internet Architecture H.3.4; H.3.5
