@CONFERENCE{MTMT:35516989, title = {MAGNUSHAMMER: A TRANSFORMER-BASED APPROACH TO PREMISE SELECTION}, url = {https://m2.mtmt.hu/api/publication/35516989}, author = {Mikuła, M. and Tworkowski, S. and Antoniak, S. and Piotrowski, B. and Jiang, A.Q. and Zhou, J.P. and Szegedy, Krisztián and Kuciński, Ł. and Miłos, P. and Wu, Y.}, booktitle = {12th International Conference on Learning Representations, ICLR 2024}, unique-id = {35516989}, year = {2024}, pages = {1-26} } @CONFERENCE{MTMT:35517008, title = {Don't trust: verify - grounding llm quantitative reasoning with autoformalization}, url = {https://m2.mtmt.hu/api/publication/35517008}, author = {Zhou, J.P. and Staats, C. and Li, W. and Szegedy, Krisztián and Weinberger, K.Q. and Wu, Y.}, booktitle = {12th International Conference on Learning Representations, ICLR 2024}, unique-id = {35517008}, year = {2024}, pages = {1-20} } @inproceedings{MTMT:35516986, title = {Hierarchical Transformers Are More Efficient Language Models}, url = {https://m2.mtmt.hu/api/publication/35516986}, author = {Nawrot, P. and Tworkowski, S. and Tyrolski, M. and Kaiser, L. and Wu, Y. and Szegedy, Krisztián and Michalewski, H.}, booktitle = {Findings of the Association for Computational Linguistics: NAACL 2022 - Findings}, unique-id = {35516986}, year = {2022}, pages = {1559-1571} } @CONFERENCE{MTMT:35517001, title = {Memorizing transformers}, url = {https://m2.mtmt.hu/api/publication/35517001}, author = {Wu, Y. and Rabe, M.N. and Hutchins, D. and Szegedy, Krisztián}, booktitle = {10th International Conference on Learning Representations, ICLR 2022}, unique-id = {35517001}, year = {2022}, pages = {1-19} } @inproceedings{MTMT:35517006, title = {Autoformalization with Large Language Models}, url = {https://m2.mtmt.hu/api/publication/35517006}, author = {Wu, Y. and Jiang, A.Q. and Li, W. and Rabe, M.N. and Staats, C. and Jamnik, M. and Szegedy, Krisztián}, booktitle = {36th Conference on Neural Information Processing Systems, NeurIPS 2022}, volume = {35}, unique-id = {35517006}, year = {2022} } @article{MTMT:35523689, title = {Autoformalization with Large Language Models}, url = {https://m2.mtmt.hu/api/publication/35523689}, author = {Wu, Y. and Jiang, A.Q. and Li, W. and Rabe, M.N. and Staats, C. and Jamnik, M. and Szegedy, Krisztián}, journal-iso = {ADV NEURAL INF PROC}, journal = {ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS}, volume = {35}, unique-id = {35523689}, issn = {1049-5258}, year = {2022}, pages = {32353-32368} } @CONFERENCE{MTMT:35516975, title = {MATHEMATICAL REASONING VIA SELF-SUPERVISED SKIP-TREE TRAINING}, url = {https://m2.mtmt.hu/api/publication/35516975}, author = {Rabe, M.N. and Lee, D. and Bansal, K. and Szegedy, Krisztián}, booktitle = {ICLR 2021 - 9th International Conference on Learning Representations}, unique-id = {35516975}, year = {2021}, pages = {1-19} } @article{MTMT:35516977, title = {Towards the Automatic Mathematician}, url = {https://m2.mtmt.hu/api/publication/35516977}, author = {Rabe, M.N. and Szegedy, Krisztián}, doi = {10.1007/978-3-030-79876-5_2}, journal-iso = {LNCS}, journal = {LECTURE NOTES IN COMPUTER SCIENCE}, volume = {12699}, unique-id = {35516977}, issn = {0302-9743}, year = {2021}, eissn = {1611-3349}, pages = {25-37} } @inproceedings{MTMT:35516991, title = {LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning}, url = {https://m2.mtmt.hu/api/publication/35516991}, author = {Wu, Y. and Rabe, M. and Li, W. and Ba, J. and Grosse, R. and Szegedy, Krisztián}, booktitle = {38th International Conference on Machine Learning, ICML 2021}, volume = {139}, unique-id = {35516991}, year = {2021}, pages = {11251-11262} } @CONFERENCE{MTMT:35555985, title = {Retrieval-augmented proof step synthesis}, url = {https://m2.mtmt.hu/api/publication/35555985}, author = {Szegedy, Krisztián and Markus, Rabe and Henryk, Michalewski}, booktitle = {6th Conference on Artificial Intelligence and Theorem Proving}, unique-id = {35555985}, year = {2021}, pages = {1-3} }