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It's possible to enhance mathematical abilities of LLMs by enabling them to externally run symbolic mini programs e.g. https://arxiv.org/abs/2211.12588 https://
by zone411 4y ago
It's possible to enhance mathematical abilities of LLMs by enabling them to externally run symbolic mini programs e.g. https://arxiv.org/abs/2211.12588 https://arxiv.org/abs/2211.12588.
It's also possible to create fact-grounded retrieval-enhanced language models e.g. https://proceedings.mlr.press/v162/borgeaud22a.html https://proceedings.mlr.press/v162/borgeaud22a.html.
- MerlinsSister 4y agoSure, but that's kind of the point pdonis was making. You have to change the model by introducing symbolic elements. Neural nets alone wont get you there. Personally I think hybridization is the way to go.