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You seem knowledgeable. Can you share a couple of interesting papers for theorem proving that came out in the last year? I read a few of them as they came out, and it seemed neural nets can advance the field by mixing "soft" language with "hard" symbolic systems.


The field is fairly new to me. I'm originally from computer algebra, and somehow struggling into the field of ATP.

The most interesting papers to me personally are the following three:

* Making higher order superposition work. https://doi.org/10.1007/978-3-030-79876-5_24

* MizAR 60 for Mizar 50. https://doi.org/10.48550/arXiv.2303.06686

* Magnus Hammer, a Transformer Based Approach to Premise Selection. https://doi.org/10.48550/arXiv.2303.04488

Your mileage may vary.




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