"Relational world knowledge representation in contextual language models: A review" Knowledge bases such as #Wikidata provide a high standard of factual precision which can in turn be expressively modeled by language models.(Safavi and Koutra, 2021)https://t.co/zZuhjIvCva pic.twitter.com/NCLBQBlLPL— WikiResearch (@WikiResearch) April 23, 2021

New blog entry: Hidden gems included with Jena’s command line utilities—lots of ways to manipulate your RDF from the open-source multiplatform tool kit https://t.co/ZCOrxvZI3i pic.twitter.com/3rzI7xfKC9— Bob DuCharme (@bobdc) April 25, 2021

Last week I built a basic application as a side project to learn how to query #Wikidata with #SPARQL, and visualize it on a web map. You could check available imagery in Explorer or task a satellite on that specific location! https://t.co/JlYQJBeaJ2 pic.twitter.com/ULGFQ9nTBn— Ramiro Aznar (@ramiroaznar) April 20, 2021

"This study leverages narrative from global newspapers to construct theme-based knowledge graphs about world events, demonstrating that features extracted from such graphs improve forecasts of industrial production in three large economies compared to a number of benchmarks." https://t.co/NzNaWYGQ68— Aaron Bradley (@aaranged) April 26, 2021

Network Analysis, Topic Modeling, and a Wordcloud!

Towards Knowledge Graphs Validation through Weighted Knowledge Sources @ElwinHuaman et al. https://t.co/SL8lukNZM7 pic.twitter.com/l4TbIDrqlQ— Aaron Bradley (@aaranged) April 27, 2021

Document Structure aware Relational Graph Convolutional Networks for Ontology Population https://t.co/y0Rb41yGOd pic.twitter.com/7ivt5R3vjn— Aaron Bradley (@aaranged) April 28, 2021

Proud to share our 150-page "proto-book" with @mmbronstein @joanbruna @TacoCohen on geometric DL! Through the lens of symmetries and invariances, we attempt to distill "all you need to build the architectures that are all you need". https://t.co/CBN0IG8BXR More info below! 🧵 https://t.co/NBwmeuR1vV

13 months ago we released a JavaScript based SHACL implementation for validating RDF. Today I'm happy to announce our version of the SHACL playground, implemented by our @zazukocom colleague @tpluscode 🚀100% client side in your browser, try it out here https://t.co/N7cWtG1LW0 pic.twitter.com/OuJUKkJfjG— Adrian Gschwend (@linkedktk) May 1, 2021

Alan Morrison's answer: You’re not generating a graph as much as you are seeding, nurturing, harvesting and consuming one. You’re putting in place a cyclical, organic process to allow the graph to grow, become useful, evolve, thrive, and—ideally—marry up with other graphs, the combination of whic...

How simple structured data trumps clever machine learning

Posted by Jakub Łącki and Vahab Mirrokni, Research Scientists, Google Research Graphs are useful theoretical representations of the co...

When a new technology emerges, financial services firms often are among the first adopters. Anything that can provide banks, investment houses, or

Helpful juxtaposition of various modelling paradigms. Thoughtprovoking, too, when you look at the column to the right. Even though things seem to be in... 16 comments on LinkedIn

On the role of knowledge that is structured, explicit and intelligible in providing a path toward higher machine intelligence

AUSTIN, TX – April 06, 2021 – Katana Graph, a high performance scale-out graph processing, AI and analytics company, announced today that it has optimized its graph engine for the new 3rd Gen Intel Xeon Scalable processor and memory systems. Katana Graph can now take advantage of the latest generation Intel Xeon Scalable processors and […]

Relational databases schemes are essentially driven by normalization, not by real-world relationships. One of my longest SQL query has beaten 4000 lines... 12 comments on LinkedIn

DIG: Dive into Graphs A research-oriented library that includes unified and extensible implementations of algorithms for (1) graph generation, (2) self-supervised...

Did you miss the #frAIday talk with @FrankVanHarmele on boxology of design patterns for systems that learn and reason? Here is the link to the recording and slides! https://t.co/oXbqz9zqFq#AI #KnowledgeRepresentation #MachineLearning #symbolicAI #connectionistAI pic.twitter.com/CAqLnt2JeZ— ResponsibleAI@Umeå (@ResponsibleAIU1) March 15, 2021

@linkedktk Have you seen the SHACL support in metaphactory? Not only visualisation for documentation, but also visual authoring: https://t.co/5mhJ1tcqYb

A look into the graph representations of r/Investing and r/WallStreetBets, often seen as the bears vs the bulls in the market. Hopefully…

I've written a blog which shows you how to embed a #3D #MindMap with hyperlinks in your homepage https://t.co/Y1ZUUreAio , an example is available at https://t.co/l8ap24ZcMc pic.twitter.com/5QWesXLaFt— Ingo Straub (@inforapid) March 14, 2021

"The UI allows individuals with no previous knowledge of the Semantic Web to query the DBpedia knowledge base...." > Interface to Query and Visualise Definitions from a Knowledge Base @anelia12430996 & Hélène De Ribaupierre https://t.co/QGSJSEq4Ab pic.twitter.com/EIhZRVikK0— Aaron Bradley (@aaranged) March 15, 2021

"Information to Wisdom: Commonsense Knowledge Extraction and Compilation" from popular resources fortext extraction, e.g., #Wikipedia and scientific documents.(Razniewski et al, Tutorial at @WSDMSocial )paper: https://t.co/FiUedPOAzspage: https://t.co/YyuYX6xSCO pic.twitter.com/UvlM7bxqcW— WikiResearch (@WikiResearch) March 16, 2021

A Novel Paper Recommendation Method Empowered by Knowledge Graph: for Research Beginners https://t.co/K5TJEfEZcY pic.twitter.com/3JXpFUdds9— Aaron Bradley (@aaranged) March 17, 2021

KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph https://t.co/PQUHvgYT0C pic.twitter.com/Ss8UIyH1l6— Aaron Bradley (@aaranged) March 17, 2021

"Open Graph Benchmark: Datasets for Machine Learning on Graphs" including the 'ogbl-wikikg2' datastet obtained from @Wikidata.(@weihua916 et al, 2021)paper: https://t.co/5GK0rM1wY0page: https://t.co/eTLSlyDgRN #KDD21 competition: https://t.co/vfLZ73Sqja@harvard_data pic.twitter.com/SGO5LyPjKW— WikiResearch (@WikiResearch) March 18, 2021

NetVec: A Scalable Hypergraph Embedding System https://t.co/CHaT76MA7T pic.twitter.com/ZVChTtb0zH— Aaron Bradley (@aaranged) March 18, 2021

“Why do old men wake so early? Is it to have one longer day?” Ernest Hemingway

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