MizAR 60 for Mizar 50
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21730%2F23%3A00372201" target="_blank" >RIV/68407700:21730/23:00372201 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.4230/LIPIcs.ITP.2023.19" target="_blank" >https://doi.org/10.4230/LIPIcs.ITP.2023.19</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.4230/LIPIcs.ITP.2023.19" target="_blank" >10.4230/LIPIcs.ITP.2023.19</a>
Alternative languages
Result language
angličtina
Original language name
MizAR 60 for Mizar 50
Original language description
As a present to Mizar on its 50th anniversary, we develop an AI/TP system that automatically proves about 60% of the Mizar theorems in the hammer setting. We also automatically prove 75% of the Mizar theorems when the automated provers are helped by using only the premises used in the human-written Mizar proofs. We describe the methods and large-scale experiments leading to these results. This includes in particular the E and Vampire provers, their ENIGMA and Deepire learning modifications, a number of learning-based premise selection methods, and the incremental loop that interleaves growing a corpus of millions of ATP proofs with training increasingly strong AI/TP systems on them. We also present a selection of Mizar problems that were proved automatically.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
14th International Conference on Interactive Theorem Proving (ITP 2023)
ISBN
978-3-95977-284-6
ISSN
1868-8969
e-ISSN
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Number of pages
22
Pages from-to
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Publisher name
Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
Place of publication
Dagstuhl
Event location
Białystok
Event date
Jul 31, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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