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DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale
  Synthetic Data

DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

23 May 2024
Huajian Xin
Daya Guo
Zhihong Shao
Z. Z. Ren
Qihao Zhu
Bo Liu
Chong Ruan
Wenda Li
Xiaodan Liang
    SyDa
ArXivPDFHTML

Papers citing "DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data"

19 / 19 papers shown
Title
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving
Qi Liu
Xinhao Zheng
Renqiu Xia
Xingzhi Qi
Qinxiang Cao
Junchi Yan
AIMat
52
0
0
07 May 2025
CombiBench: Benchmarking LLM Capability for Combinatorial Mathematics
CombiBench: Benchmarking LLM Capability for Combinatorial Mathematics
Jiaheng Liu
Xiaohan Lin
Jonas Bayer
Yael Dillies
Weijie Jiang
...
Zhengfeng Yang
J. Zhang
Lihong Zhi
J. Li
Zhengying Liu
106
0
0
06 May 2025
Towards Automated Scoping of AI for Social Good Projects
Towards Automated Scoping of AI for Social Good Projects
Jacob Emmerson
Rayid Ghani
Zheyuan Ryan Shi
142
0
0
28 Apr 2025
Hierarchical Attention Generates Better Proofs
Hierarchical Attention Generates Better Proofs
Jianlong Chen
Chao Li
Yang Yuan
Andrew Chi-Chih Yao
AIMat
LRM
33
0
0
27 Apr 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning
Josefa Lia Stoisser
Marc Boubnovski Martell
Julien Fauqueur
LMTD
ReLM
AI4TS
LRM
80
0
0
23 Apr 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
João Loula
Benjamin LeBrun
Li Du
Ben Lipkin
Clemente Pasti
...
Ryan Cotterel
Vikash K. Mansinghka
Alexander K. Lew
Tim Vieira
Timothy J. O'Donnell
34
2
0
17 Apr 2025
Leanabell-Prover: Posttraining Scaling in Formal Reasoning
Leanabell-Prover: Posttraining Scaling in Formal Reasoning
Jingyuan Zhang
Qi Wang
Xingguang Ji
Yong-Jin Liu
Yang Yue
Fuzheng Zhang
Di Zhang
Guorui Zhou
Kun Gai
LRM
41
4
0
08 Apr 2025
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity
Dylan Zhang
Justin Wang
Tianran Sun
45
1
0
17 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
Yibo Yan
Shen Wang
Jiahao Huo
Jingheng Ye
Zhendong Chu
Xuming Hu
Philip S. Yu
Carla P. Gomes
B. Selman
Qingsong Wen
LRM
127
9
0
05 Feb 2025
Particle Trajectory Representation Learning with Masked Point Modeling
Particle Trajectory Representation Learning with Masked Point Modeling
Sam Young
Yeon-jae Jwa
Kazuhiro Terao
3DPC
69
1
0
04 Feb 2025
Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification
Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification
Kyle Thompson
Nuno Saavedra
Pedro Carrott
Kevin Fisher
Alex Sanchez-Stern
Yuriy Brun
J. Ferreira
Sorin Lerner
E. First
LRM
100
1
0
18 Dec 2024
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
Weibin Liao
Xu Chu
Yasha Wang
LRM
48
6
0
10 Oct 2024
Herald: A Natural Language Annotated Lean 4 Dataset
Herald: A Natural Language Annotated Lean 4 Dataset
Guoxiong Gao
Yutong Wang
Jiedong Jiang
Qi Gao
Zihan Qin
Tianyi Xu
Bin Dong
85
3
0
09 Oct 2024
LeanAgent: Lifelong Learning for Formal Theorem Proving
LeanAgent: Lifelong Learning for Formal Theorem Proving
Adarsh Kumarappan
Mo Tiwari
Peiyang Song
Robert Joseph George
Chaowei Xiao
Anima Anandkumar
CLL
LLMAG
LRM
72
8
0
08 Oct 2024
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
Jin Jiang
Yuchen Yan
Yang Liu
Yonggang Jin
Shuai Peng
M. Zhang
Xunliang Cai
Yixin Cao
Liangcai Gao
Zhi Tang
LRM
52
3
0
19 Sep 2024
LEGO-Prover: Neural Theorem Proving with Growing Libraries
LEGO-Prover: Neural Theorem Proving with Growing Libraries
Haiming Wang
Huajian Xin
Chuanyang Zheng
Lin Li
Zhengying Liu
...
Enze Xie
Jian Yin
Zhenguo Li
Heng Liao
Xiaodan Liang
LRM
39
63
0
01 Oct 2023
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal
  Proofs
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
Albert Q. Jiang
Sean Welleck
Jin Peng Zhou
Wenda Li
Jiacheng Liu
M. Jamnik
Timothée Lacroix
Yuhuai Wu
Guillaume Lample
AIMat
73
158
0
21 Oct 2022
Autoformalization with Large Language Models
Autoformalization with Large Language Models
Yuhuai Wu
Albert Q. Jiang
Wenda Li
M. Rabe
Charles Staats
M. Jamnik
Christian Szegedy
AI4CE
110
157
0
25 May 2022
Formal Mathematics Statement Curriculum Learning
Formal Mathematics Statement Curriculum Learning
Stanislas Polu
Jesse Michael Han
Kunhao Zheng
Mantas Baksys
Igor Babuschkin
Ilya Sutskever
AIMat
86
116
0
03 Feb 2022
1