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Are there any efforts to combining a knowledge base like Cyc together with LLMs and the like? Yes. It's something I've been working on, so there's at least 1 s
by mindcrime 3y ago
Are there any efforts to combining a knowledge base like Cyc together with LLMs and the like?
Yes. It's something I've been working on, so there's at least 1 such effort. And I'm reasonably sure there are others. The idea is too obvious for there to not be other people pursuing it.
- ragebol 3y agoToo obvious indeed. Can I read anywhere about what you're working on? What other approaches exist?
- mindcrime 3y ago> Can I read anywhere about what you're working on? Not yet. It's still early days. > What other approaches exist? Loosely speaking, I'd say this entire discussion falls into the general rubric of what people are calling "neuro-symbolic AI". Now within that there are a lot of different ways to try and combine different modalities. There are things like DeepProbLog, LogicTensorNetworks, etc. For anybody who wants to learn more, consider starting with: https://en.wikipedia.org/wiki/Neuro-symbolic_AI https://en.wikipedia.org/wiki/Neuro-symbolic_AI and the videos from the previous two "Neurosymbolic Summer School" events: https://neurosymbolic.github.io/nsss2023/ https://neurosymbolic.github.io/nsss2023/ https://www.neurosymbolic.org/summerschool.html https://www.neurosymbolic.org/summerschool.html (2022)