hoffart.ai
CTO, AI at SAP - #foundationmodel #linkedbusinessdata #knowledgegraph #nlp #ai - www.hoffart.ai
11 posts
678 followers
849 following
Prolific Poster
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Very long time ago, ACM SIGMOD 2012. Submitted my thesis outline and got very good feedback both during the session and afterwards during an individual lunch with a very senior colleague. Would recommend!
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Could not be more proud of our crew! Kudos to @marcospinaci.bsky.social Marek Polewczyk Markus Kohler Sam Thelin @tj-klein.bsky.social Clemens Biehl @margaridacosta15.bsky.social Margarida Costa André Sreš Jonas Kolk - tremendous achievement!
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▶️ Open source, multi-table data set containing millions of sales orders sourced from real, production linked business data:
Paper 📜 "SALT: Sales Autocompletion Linked Business Tables Dataset" openreview.net/forum?id=UZb...
Data 💻 github.com/SAP-samples/...
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▶️ Foundation model trained on tabular data, including open weights and code
Paper 📜 "PORTAL: Scalable Tabular Foundation Models via Content-Specific Tokenization" openreview.net/forum?id=TSZ...
Model & Weights 💻 github.com/SAP-samples/...
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You can create your own rule-based feed with @skyfeed.app, or run a completely self-hosted feed server if you want to go fully custom.
For instance, @serge.belongie.com and I just set up an ML Internship feed that collects posts by a keywords-regex and hashtag-MLinternship
bsky.app/profile/did:...
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Thanks for the list - if there is a spot, happy to be on it!
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This is interesting, thanks for sharing! Curious what you think of this idea: Artificially generate logical reasoning chains e.g. in first order logic, both in logic notation and natural language (e.g. all humans are mortal, Socrates is a human, hence Socrates is mortal), then pre-train on those?
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👋