ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering — mentioned by ryukafalz

Wed, 04 Jun 2025 14:12:50 GMT

I'm not convinced that symbolic processing doesn't still have a place in AI though. My feeling about language models is that, while they can be eerily good at solving problems, they're still not as capable of maintaining logical consistency as a symbolic program would be. Sure, we obviously weren't going to get to this point with only symbolic processing, but it doesn't have to be either/or. I think combining neural nets with symbolic approaches could lead to some interesting results (and indeed I see some people are trying this, e.g. https://arxiv.org/abs/2409.11589)

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ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering · HackerPapers discussions

ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering — mentioned by ryukafalz