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Wenda Li
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Year
Autoformalization with large language models
Y Wu, AQ Jiang, W Li, M Rabe, C Staats, M Jamnik, C Szegedy
Advances in Neural Information Processing Systems 35, 32353-32368, 2022
3112022
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
AQ Jiang, S Welleck, JP Zhou, W Li, J Liu, M Jamnik, T Lacroix, Y Wu, ...
arXiv preprint arXiv:2210.12283, 2022
2802022
Systems analysis of auxin transport in the Arabidopsis root apex
LR Band, DM Wells, JA Fozard, T Ghetiu, AP French, MP Pound, ...
The Plant Cell 26 (3), 862-875, 2014
2562014
Thor: Wielding hammers to integrate language models and automated theorem provers
AQ Jiang, W Li, S Tworkowski, K Czechowski, T Odrzygóźdź, P Miłoś, ...
Advances in Neural Information Processing Systems 35, 8360-8373, 2022
1522022
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
H Xin, D Guo, Z Shao, Z Ren, Q Zhu, B Liu, C Ruan, W Li, X Liang
arXiv preprint arXiv:2405.14333, 2024
1472024
Evaluating language models for mathematics through interactions
KM Collins, AQ Jiang, S Frieder, L Wong, M Zilka, U Bhatt, T Lukasiewicz, ...
Proceedings of the National Academy of Sciences 121 (24), e2318124121, 2024
1202024
LISA: Language models of ISAbelle proofs
AQ Jiang, W Li, JM Han, Y Wu
6th Conference on Artificial Intelligence and Theorem Proving, 378-392, 2021
1082021
IsarStep: a Benchmark for High-level Mathematical Reasoning
W Li, L Yu, Y Wu, LC Paulson
International Conference on Learning Representations, 2021
922021
Lime: Learning inductive bias for primitives of mathematical reasoning
Y Wu, MN Rabe, W Li, J Ba, RB Grosse, C Szegedy
International Conference on Machine Learning, 11251-11262, 2021
802021
Formal mathematical reasoning: A new frontier in ai
K Yang, G Poesia, J He, W Li, K Lauter, S Chaudhuri, D Song
arXiv preprint arXiv:2412.16075, 2024
722024
Don't Trust: Verify--Grounding LLM Quantitative Reasoning with Autoformalization
JP Zhou, CE Staats, W Li, C Szegedy, KQ Weinberger, Y Wu
The Twelfth International Conference on Learning Representations, 2023
662023
Multilingual mathematical autoformalization
AQ Jiang, W Li, M Jamnik
arXiv preprint arXiv:2311.03755, 2023
432023
Proving Theorems Recursively
H Wang, H Xin, Z Liu, W Li, Y Huang, J Lu, Z Yang, J Tang, J Yin, Z Li, ...
arXiv preprint arXiv:2405.14414, 2024
352024
Decomposing the enigma: Subgoal-based demonstration learning for formal theorem proving
X Zhao, W Li, L Kong
arXiv preprint arXiv:2305.16366, 2023
322023
End-to-end ontology learning with large language models
A Lo, AQ Jiang, W Li, M Jamnik
Advances in Neural Information Processing Systems 37, 87184-87225, 2024
272024
Simple type theory is not too simple: Grothendieck’s schemes without dependent types
A Bordg, L Paulson, W Li
Experimental Mathematics 31 (2), 364-382, 2022
252022
Deciding univariate polynomial problems using untrusted certificates in Isabelle/HOL
W Li, GO Passmore, LC Paulson
Journal of Automated Reasoning 62 (1), 69-91, 2019
222019
Multi-language diversity benefits autoformalization
AQ Jiang, W Li, M Jamnik
Advances in Neural Information Processing Systems 37, 83600-83626, 2024
192024
A formal proof of Cauchy’s residue theorem
W Li, LC Paulson
Interactive Theorem Proving: 7th International Conference, ITP 2016, Nancy …, 2016
182016
A modular, efficient formalisation of real algebraic numbers
W Li, LC Paulson
Proceedings of the 5th ACM SIGPLAN Conference on Certified Programs and …, 2016
162016
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Articles 1–20