TY - CONF AU - Mikuła, M. AU - Tworkowski, S. AU - Antoniak, S. AU - Piotrowski, B. AU - Jiang, A.Q. AU - Zhou, J.P. AU - Szegedy, Krisztián AU - Kuciński, Ł. AU - Miłos, P. AU - Wu, Y. TI - MAGNUSHAMMER: A TRANSFORMER-BASED APPROACH TO PREMISE SELECTION T2 - 12th International Conference on Learning Representations, ICLR 2024 PB - International Conference on Learning Representations, ICLR PY - 2024 SP - 1 EP - 26 PG - 26 UR - https://m2.mtmt.hu/api/publication/35516989 ID - 35516989 LA - English DB - MTMT ER - TY - CONF AU - Zhou, J.P. AU - Staats, C. AU - Li, W. AU - Szegedy, Krisztián AU - Weinberger, K.Q. AU - Wu, Y. TI - Don't trust: verify - grounding llm quantitative reasoning with autoformalization T2 - 12th International Conference on Learning Representations, ICLR 2024 PB - International Conference on Learning Representations, ICLR PY - 2024 SP - 1 EP - 20 PG - 20 UR - https://m2.mtmt.hu/api/publication/35517008 ID - 35517008 LA - English DB - MTMT ER - TY - CHAP AU - Nawrot, P. AU - Tworkowski, S. AU - Tyrolski, M. AU - Kaiser, L. AU - Wu, Y. AU - Szegedy, Krisztián AU - Michalewski, H. ED - Marine, Carpuat ED - Marie-Catherine, de Marneffe ED - Ivan, Vladimir Meza Ruiz TI - Hierarchical Transformers Are More Efficient Language Models T2 - Findings of the Association for Computational Linguistics: NAACL 2022 - Findings PB - Association for Computational Linguistics (ACL) CY - [s.l.] SN - 9781955917766 PY - 2022 SP - 1559 EP - 1571 PG - 13 UR - https://m2.mtmt.hu/api/publication/35516986 ID - 35516986 LA - English DB - MTMT ER - TY - CONF AU - Wu, Y. AU - Rabe, M.N. AU - Hutchins, D. AU - Szegedy, Krisztián TI - Memorizing transformers T2 - 10th International Conference on Learning Representations, ICLR 2022 PB - International Conference on Learning Representations, ICLR T3 - Introduction to Hardware Security and Trust PY - 2022 SP - 1 EP - 19 PG - 19 UR - https://m2.mtmt.hu/api/publication/35517001 ID - 35517001 LA - English DB - MTMT ER - TY - CHAP AU - Wu, Y. AU - Jiang, A.Q. AU - Li, W. AU - Rabe, M.N. AU - Staats, C. AU - Jamnik, M. AU - Szegedy, Krisztián ED - Koyejo, S. ED - Mohamed, S. ED - Agarwal, A. ED - Belgrave, D. ED - Cho, K. ED - Oh, A. TI - Autoformalization with Large Language Models T2 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022 VL - 35 PB - Neural Information Processing Systems Foundation CY - San Diego, California SN - 9781713871088 T3 - Advances in Neural Information Processing Systems, ISSN 1049-5258 ; 35. PY - 2022 PG - 16 UR - https://m2.mtmt.hu/api/publication/35517006 ID - 35517006 LA - English DB - MTMT ER - TY - JOUR AU - Wu, Y. AU - Jiang, A.Q. AU - Li, W. AU - Rabe, M.N. AU - Staats, C. AU - Jamnik, M. AU - Szegedy, Krisztián TI - Autoformalization with Large Language Models JF - ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS J2 - ADV NEURAL INF PROC VL - 35 PY - 2022 SP - 32353 EP - 32368 PG - 16 SN - 1049-5258 UR - https://m2.mtmt.hu/api/publication/35523689 ID - 35523689 LA - English DB - MTMT ER - TY - CONF AU - Rabe, M.N. AU - Lee, D. AU - Bansal, K. AU - Szegedy, Krisztián TI - MATHEMATICAL REASONING VIA SELF-SUPERVISED SKIP-TREE TRAINING T2 - ICLR 2021 - 9th International Conference on Learning Representations PB - International Conference on Learning Representations, ICLR C1 - Vienna PY - 2021 SP - 1 EP - 19 PG - 19 UR - https://m2.mtmt.hu/api/publication/35516975 ID - 35516975 LA - English DB - MTMT ER - TY - JOUR AU - Rabe, M.N. AU - Szegedy, Krisztián TI - Towards the Automatic Mathematician JF - LECTURE NOTES IN COMPUTER SCIENCE J2 - LNCS VL - 12699 PY - 2021 SP - 25 EP - 37 PG - 13 SN - 0302-9743 DO - 10.1007/978-3-030-79876-5_2 UR - https://m2.mtmt.hu/api/publication/35516977 ID - 35516977 LA - English DB - MTMT ER - TY - CHAP AU - Wu, Y. AU - Rabe, M. AU - Li, W. AU - Ba, J. AU - Grosse, R. AU - Szegedy, Krisztián ED - Meila, M ED - Zhang, T TI - LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning T2 - 38th International Conference on Machine Learning, ICML 2021 VL - 139 PB - ML Research Press CY - Maastricht SN - 9781713845065 T3 - Proceedings of Machine Learning Research, ISSN 2640-3498 ; 139. PY - 2021 SP - 11251 EP - 11262 PG - 12 UR - https://m2.mtmt.hu/api/publication/35516991 ID - 35516991 LA - English DB - MTMT ER - TY - CONF AU - Szegedy, Krisztián AU - Markus, Rabe AU - Henryk, Michalewski TI - Retrieval-augmented proof step synthesis T2 - 6th Conference on Artificial Intelligence and Theorem Proving PB - s.n. C1 - [s.l.] PY - 2021 SP - 1 EP - 3 PG - 3 UR - https://m2.mtmt.hu/api/publication/35555985 ID - 35555985 LA - English DB - MTMT ER -