Szymon Tworkowski
Szymon Tworkowski has 2 papers in our library, in 2022–2023, most of them on Reasoning, Language models & pretraining; often with Albert Q. Jiang, Piotr Miłoś, Yuhuai Wu.
OpenAlex · h-index 5 · 14 works · 90 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 111 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #8092
Affiliations
Fields, topics and concepts
📚 Shelves 3The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputational Theory and Mathematics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers (2022 · 79 citations)
Language-model provers for interactive theorem provers (ITPs) are weak at premise selection, which means finding the few useful lemmas in libraries holding hundreds of thousands of facts. - Magnushammer: A Transformer-Based Approach to Premise Selection (2023 · 35 citations)
Premise selection means picking, from a large library of proven facts, the few that help close the current goal in a formal proof.
All works
- Thor: Wielding Hammers to Integrate Language Models and Automated Theorem ProversarXiv:2205.10893Albert Q. Jiang, Wenda Li, Szymon Tworkowski, et al.2022 · 79 citations
- Hierarchical Transformers Are More Efficient Language Models ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetPiotr Nawrot et al.2022 · 60 citations
- Magnushammer: A Transformer-Based Approach to Premise SelectionarXiv:2303.04488Maciej Mikuła, Szymon Tworkowski, Szymon Antoniak, et al.2023 · 35 citations
Co-authors here
- Albert Q. Jiang ×2
- Piotr Miłoś ×2
- Yuhuai Wu ×2
- Bartosz Piotrowski
- Christian Szegedy
- Jin Peng Zhou
- Mateja Jamnik
- Szymon Antoniak
- Wenda Li
Venues
- Findings of the Association for Computational Linguistics: NAACL 2022
Cited by
Updated
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