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Teaching old labels new tricks in heterogeneous graphs

Google Research AI blog

In “ Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks ”, presented at NeurIPS 2022 , we propose a model called a Knowledge Transfer Network (KTN), which transfers knowledge from label-abundant node types to zero-labeled node types using the rich relational information given in a HG.

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[ASK AN EXPERT] When Should You Hire A Development Consultant?

Bloomerang

You know the old adage: “Give me a fish and I eat for a day; teach me to fish and I eat for a lifetime.” Here are some of the problems where it may make sense to hire someone who is expert at delivering both state-of-the-art and cost-effective solutions. What to ask of your consultant They submit a written proposal.

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Mastering the Art of Work/Life Balance in a Digital World

Beth's Blog: How Nonprofits Can Use Social Media

I’m honored to be included on a panel proposed by him, along with Carrie Rice , called “ How to Conquer Technology Distraction and Burnout and Be More Present for Yourself, Team, and Organization for the 2018 Nonprofit Technology Conference. One final thought on this point. Anything else you want to share?

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Content Curation for Nonprofits – Notes from #13ntccur8

Beth's Blog: How Nonprofits Can Use Social Media

Will is also does a lot of work with video – so when he proposed that we incorporate video interviews as part of the session, I was thrilled. One of the points we emphasized was that the art and craft of content curation was not mindless, click sharing of content. The Seek-Sense-Share framework really helped me.

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AI for Nonprofits and Social Good: Link Roundup

Beth's Blog: How Nonprofits Can Use Social Media

She was also interviewed on the City Arts and Lectures podcast recently and well worth a listen. Concerns about human agency, evolution and survival emerged as well as proposed solutions can be found in the full report. How To Teach Artificial Intelligence More Common Sense: Deep learning is the king of AI.

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#40BetterHours: The Art of Single Tasking

Beth's Blog: How Nonprofits Can Use Social Media

.” This week, the Poynter Institute Katie Hawkins-Gaar and Ren LaForme joined forces to host a series called #40 Better Hours , a project to improve newsroom culture by looking at things that cause stress like workflow and communication and teaching journalist skills to combat information overload, part of a technology wellness routine.

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Learn You Will: #14ntc Nonprofit Tech Training Session Reflection and Resources

Beth's Blog: How Nonprofits Can Use Social Media

” The four of us didn’t propose to do this panel together but since our initials proposals were all on the topic of “training” they were merged together. This took an extensive amount of planning and design on our part, an estimated 30 hours. Why Movement Is the Killer App for Training.

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