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#instancematching — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #instancematching, aggregated by home.social.

  1. From the abstract:

    ›We also select an unsupervised state-of-the-art matcher from the field of #DeepLearning for a thorough comparison.

    Our results show that neither #AutoCal nor the state-of-the-art matcher is superior regarding matching quality while AutoCal has only moderate hardware requirements and runs 2.7 to 60 times faster.‹

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    🏷️ #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #MatChain #PyPI #WorldAvatar #DigitalTwin #WebSem #LinkedData #KnowledgeGraph

  2. From the abstract:

    ›We introduce #AutoCal, a new #InstanceMatcher which does not require #LabelledData and runs out of the box for a wide range of domains without tuning method-specific parameters.

    AutoCal achieves results competitive to recently proposed unsupervised matchers from the field of #MachineLearning.‹

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    🏷️ #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #MatChain #PyPI #WorldAvatar #DigitalTwin #Python #WebSem #LinkedData #KnowledgeGraph