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AI for Mathematics

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AI systems capable of solving math problems and proving theorems, driving advances in machine learning and natural language processing.

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50 / 491 papers shown
Title
PretrainZero: Reinforcement Active Pretraining
PretrainZero: Reinforcement Active Pretraining
Xingrun Xing
Zhiyuan Fan
Jie Lou
Guoqi Li
Jiajun Zhang
Debing Zhang
OffRLAIMatReLMLRMAI4CE
166
0
0
03 Dec 2025
IndiMathBench: Autoformalizing Mathematical Reasoning Problems with a Human Touch
IndiMathBench: Autoformalizing Mathematical Reasoning Problems with a Human Touch
Param Biyani
Shashank Kirtania
Yasharth Bajpai
Sumit Gulwani
Ashish Tiwari
AIMatLRM
68
0
0
30 Nov 2025
RIDE: Difficulty Evolving Perturbation with Item Response Theory for Mathematical Reasoning
RIDE: Difficulty Evolving Perturbation with Item Response Theory for Mathematical Reasoning
Xinyuan Li
Murong Xu
Wenbiao Tao
Hanlun Zhu
Yike Zhao
Jipeng Zhang
Yunshi Lan
AIMatLRM
182
0
0
06 Nov 2025
Learning Interestingness in Automated Mathematical Theory Formation
Learning Interestingness in Automated Mathematical Theory Formation
George Tsoukalas
Rahul Saha
Amitayush Thakur
Sabrina Reguyal
Swarat Chaudhuri
AIMatLRM
176
0
0
05 Nov 2025
FATE: A Formal Benchmark Series for Frontier Algebra of Multiple Difficulty Levels
FATE: A Formal Benchmark Series for Frontier Algebra of Multiple Difficulty Levels
Jiedong Jiang
Wanyi He
Yuefeng Wang
Guoxiong Gao
Yongle Hu
...
Nailing Guan
Peihao Wu
Chunbo Dai
Liang Xiao
Bin Dong
AIMatELMLRM
238
0
0
04 Nov 2025
Mathematical exploration and discovery at scale
Mathematical exploration and discovery at scale
Bogdan Georgiev
Javier Gómez-Serrano
Terence Tao
Adam Zsolt Wagner
AIMat
79
6
0
03 Nov 2025
RLMEval: Evaluating Research-Level Neural Theorem Proving
RLMEval: Evaluating Research-Level Neural Theorem Proving
Auguste Poiroux
Antoine Bosselut
Viktor Kuncak
AIMatOffRL
224
0
0
29 Oct 2025
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization
Guoxin Chen
Jing Wu
Xinjie Chen
Wayne Xin Zhao
Ruihua Song
Chengxi Li
Kai Fan
Dayiheng Liu
Minpeng Liao
AIMatOffRL
203
0
0
28 Oct 2025
DynaSolidGeo: A Dynamic Benchmark for Genuine Spatial Mathematical Reasoning of VLMs in Solid Geometry
DynaSolidGeo: A Dynamic Benchmark for Genuine Spatial Mathematical Reasoning of VLMs in Solid Geometry
Changti Wu
Shijie Lian
Zihao Liu
Lei Zhang
Laurence Tianruo Yang
Kai Chen
AIMat
287
0
0
25 Oct 2025
Foundation of Intelligence: Review of Math Word Problems from Human Cognition Perspective
Foundation of Intelligence: Review of Math Word Problems from Human Cognition Perspective
Zhenya Huang
Jiayu Liu
Xin Lin
Zhiyuan Ma
Shangzi Xue
Tong Xiao
Qi Liu
Yee Whye Teh
Enhong Chen
AIMatLRM
234
0
0
24 Oct 2025
Limits of PRM-Guided Tree Search for Mathematical Reasoning with LLMs
Limits of PRM-Guided Tree Search for Mathematical Reasoning with LLMs
Tristan Cinquin
Geoff Pleiss
Agustinus Kristiadi
AIMatLRM
147
0
0
23 Oct 2025
QueST: Incentivizing LLMs to Generate Difficult Problems
QueST: Incentivizing LLMs to Generate Difficult Problems
Hanxu Hu
Xingxing Zhang
Jannis Vamvas
Rico Sennrich
Furu Wei
AIMatSyDaMQLRM
147
0
0
20 Oct 2025
ProofBridge: Auto-Formalization of Natural Language Proofs in Lean via Joint Embeddings
ProofBridge: Auto-Formalization of Natural Language Proofs in Lean via Joint Embeddings
Prithwish Jana
Kaan Kale
Ahmet Ege Tanriverdi
Cruise Song
S. Vishwanath
Vijay Ganesh
AIMat
120
0
0
17 Oct 2025
Code-driven Number Sequence Calculation: Enhancing the inductive Reasoning Abilities of Large Language Models
Code-driven Number Sequence Calculation: Enhancing the inductive Reasoning Abilities of Large Language Models
Kedi Chen
Zhikai Lei
Xu Guo
Xuecheng Wu
Siyuan Zeng
...
J. Zhou
Liang He
Qipeng Guo
Kai Chen
Wei-na Zhang
AIMatAI4TSLRM
187
0
0
16 Oct 2025
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval
Subhendu Khatuya
Shashwat Naidu
Pawan Goyal
Niloy Ganguly
AIMatReLMLRM
159
0
0
15 Oct 2025
MATH-Beyond: A Benchmark for RL to Expand Beyond the Base Model
MATH-Beyond: A Benchmark for RL to Expand Beyond the Base Model
Prasanna Mayilvahanan
Ricardo Dominguez-Olmedo
Thaddäus Wiedemer
Wieland Brendel
OffRLAIMatReLMLRM
117
0
0
13 Oct 2025
DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems
DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems
Meiru Zhang
Philipp Borchert
Milan Gritta
Gerasimos Lampouras
AIMat
319
0
0
12 Oct 2025
MatheMagic: Generating Dynamic Mathematics Benchmarks Robust to Memorization
MatheMagic: Generating Dynamic Mathematics Benchmarks Robust to Memorization
Dayyán O'Brien
Barry Haddow
Emily Allaway
Pinzhen Chen
AIMat
144
0
0
07 Oct 2025
CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers
CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers
Haining Pan
James V. Roggeveen
Erez Berg
Juan Carrasquilla
Debanjan Chowdhury
...
Di Luo
Titus Neupert
Xiaoliang Qi
Michael P. Brenner
Eun-Ah Kim
AIMatALMELM
146
0
0
06 Oct 2025
EvolProver: Advancing Automated Theorem Proving by Evolving Formalized Problems via Symmetry and Difficulty
EvolProver: Advancing Automated Theorem Proving by Evolving Formalized Problems via Symmetry and Difficulty
Yuchen Tian
Ruiyuan Huang
Xuanwu Wang
Jing Ma
Zengfeng Huang
Ziyang Luo
Hongzhan Lin
Da Zheng
Lun Du
AIMatLRM
95
0
0
01 Oct 2025
Reinforcement Mid-Training
Reinforcement Mid-Training
Yijun Tian
S. Chen
Zhichao Xu
Y. X. R. Wang
Jinhe Bi
Peng Han
Wei Wang
AIMatOffRLLRM
119
0
0
29 Sep 2025
Putnam-like dataset summary: LLMs as mathematical competition contestants
Putnam-like dataset summary: LLMs as mathematical competition contestants
Bartosz Bieganowski
Daniel Strzelecki
Robert Skiba
Mateusz Topolewski
AIMat
180
0
0
29 Sep 2025
DOoM: Difficult Olympiads of Math
DOoM: Difficult Olympiads of Math
Ilya Kuleshov
Ilin Pavel
Nikolay Kompanets
Ksenia Sycheva
Aleksandr Nikolich
AIMat
166
0
0
27 Sep 2025
RLP: Reinforcement as a Pretraining Objective
RLP: Reinforcement as a Pretraining Objective
Ali Hatamizadeh
Syeda Nahida Akter
Shrimai Prabhumoye
Jan Kautz
M. Patwary
Mohammad Shoeybi
Bryan Catanzaro
Yejin Choi
AIMatOffRLLRMAI4CE
188
1
1
26 Sep 2025
GenesisGeo: Technical Report
GenesisGeo: Technical Report
Minfeng Zhu
Z. Wang
Sizhe Ji
Zhengtong Du
Junming Ke
X. Deng
Z. Yin
Xiuqi Huang
Heyu Wang
Wei Chen
AIMat
118
0
0
26 Sep 2025
Hilbert: Recursively Building Formal Proofs with Informal Reasoning
Hilbert: Recursively Building Formal Proofs with Informal Reasoning
Sumanth Varambally
Thomas Voice
Yanchao Sun
Zhifeng Chen
Rose Yu
Ke Ye
AIMatReLMLRM
145
4
0
26 Sep 2025
ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning
ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning
Qizhi Pei
Zhuoshi Pan
Honglin Lin
Xin Gao
Yu Li
Zinan Tang
Conghui He
Rui Yan
Lijun Wu
AIMatOffRLLRM
131
0
0
25 Sep 2025
REAMS: Reasoning Enhanced Algorithm for Maths Solving
REAMS: Reasoning Enhanced Algorithm for Maths Solving
Eishkaran Singh
Tanav Singh Bajaj
Siddharth Nayak
AIMat
133
0
0
16 Sep 2025
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Tong Zheng
H. Zhang
Wenhao Yu
Xiaoyang Wang
Runpeng Dai
R. Liu
Huiwen Bao
Chengsong Huang
Heng Huang
Dong Yu
AIMatReLMOffRLLRM
219
16
0
09 Sep 2025
RIMO: An Easy-to-Evaluate, Hard-to-Solve Olympiad Benchmark for Advanced Mathematical Reasoning
RIMO: An Easy-to-Evaluate, Hard-to-Solve Olympiad Benchmark for Advanced Mathematical Reasoning
Ziye Chen
Chengwei Qin
Yao Shu
AIMatLRM
116
1
0
09 Sep 2025
FormaRL: Enhancing Autoformalization with no Labeled Data
FormaRL: Enhancing Autoformalization with no Labeled Data
Yanxing Huang
Xinling Jin
Sijie Liang
Peng Li
Yang Liu
OffRLAIMatAI4CE
127
3
0
26 Aug 2025
Lean Meets Theoretical Computer Science: Scalable Synthesis of Theorem Proving Challenges in Formal-Informal Pairs
Lean Meets Theoretical Computer Science: Scalable Synthesis of Theorem Proving Challenges in Formal-Informal Pairs
Terry Jingchen Zhang
Wenyuan Jiang
Rongchuan Liu
Yisong Wang
J. Yang
Ning Wang
Nicole Ni
Yinya Huang
Mrinmaya Sachan
AIMat
125
0
0
21 Aug 2025
Preliminary Ranking of WMT25 General Machine Translation Systems
Preliminary Ranking of WMT25 General Machine Translation Systems
Tom Kocmi
Eleftherios Avramidis
Rachel Bawden
Ondrej Bojar
Konstantin Dranch
...
Parker Riley
Mariya Shmatova
Steinþór Steingrímsson
Lisa Yankovskaya
Vilém Zouhar
AIMatALM
206
1
0
11 Aug 2025
Putnam-AXIOM: A Functional and Static Benchmark for Measuring Higher Level Mathematical Reasoning in LLMs
Putnam-AXIOM: A Functional and Static Benchmark for Measuring Higher Level Mathematical Reasoning in LLMs
Aryan Gulati
Brando Miranda
Eric Chen
Emily Xia
Kai Fronsdal
Bruno Dumont
Elyas Obbad
Sanmi Koyejo
AIMatReLMLRM
250
5
0
05 Aug 2025
Proof2Hybrid: Automatic Mathematical Benchmark Synthesis for Proof-Centric Problems
Proof2Hybrid: Automatic Mathematical Benchmark Synthesis for Proof-Centric Problems
Yebo Peng
Zixiang Liu
Yaoming Li
Zhizhuo Yang
Xinye Xu
Bowen Ye
Weijun Yuan
Zihan Wang
Tong Yang
AIMat
140
0
0
04 Aug 2025
DocTron-Formula: Generalized Formula Recognition in Complex and Structured Scenarios
DocTron-Formula: Generalized Formula Recognition in Complex and Structured Scenarios
Yufeng Zhong
Zhixiong Zeng
Lei Chen
Longrong Yang
Liming Zheng
Jing Huang
Siqi Yang
Lin Ma
AIMat
134
0
0
01 Aug 2025
Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving
Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving
L. Chen
J. Gu
Daigang Xu
Wenhao Huang
Z. L. Jiang
...
Ge Zhang
Tianyun Zhao
Jianqiu Zhao
Yichi Zhou
Thomas Hanwen Zhu
AIMatLRM
162
26
0
31 Jul 2025
Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration
Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration
Ante Wang
Yujie Lin
Jingyao Liu
Suhang Wu
Hao Liu
Xinyan Xiao
Jinsong Su
AIMatLRM
152
0
0
31 Jul 2025
Can the current trends of AI handle a full course of mathematics?
Can the current trends of AI handle a full course of mathematics?
Mariam Alsayyad
Fayadh Kadhem
AIMat
161
0
0
29 Jul 2025
SAND-Math: Using LLMs to Generate Novel, Difficult and Useful Mathematics Questions and Answers
SAND-Math: Using LLMs to Generate Novel, Difficult and Useful Mathematics Questions and Answers
Chaitanya Manem
Pratik Prabhanjan Brahma
Prakamya Mishra
Zicheng Liu
Emad Barsoum
AIMatLRM
146
4
0
28 Jul 2025
ABench-Physics: Benchmarking Physical Reasoning in LLMs via High-Difficulty and Dynamic Physics Problems
ABench-Physics: Benchmarking Physical Reasoning in LLMs via High-Difficulty and Dynamic Physics Problems
Yiming Zhang
Yingfan Ma
Yanmei Gu
Zhengkai Yang
Yihong Zhuang
...
Yuanyuan Wang
Chao Huang
Bowen Song
Cheng Lin
Junbo Zhao
AIMatLRMAI4CE
136
0
0
07 Jul 2025
Towards Solving More Challenging IMO Problems via Decoupled Reasoning and Proving
Towards Solving More Challenging IMO Problems via Decoupled Reasoning and Proving
Zhenwen Liang
Linfeng Song
Yang Li
Tao Yang
Feng Zhang
Haitao Mi
Dong Yu
AIMatLRM
59
4
0
07 Jul 2025
PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models
PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models
Lintao Wang
Encheng Su
Jiaqi Liu
Pengze Li
Peng Xia
...
Lei Bai
Wanli Ouyang
Shixiang Tang
Aoran Wang
Xinzhu Ma
AIMatLRM
128
0
0
21 Jun 2025
Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models
Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models
Dadi Guo
Jiayu Liu
Zhiyuan Fan
Zhitao He
Haoran Li
Yumeng Wang
Yi R. Fung
AIMatLRM
218
9
0
20 Jun 2025
StepProof: Step-by-step verification of natural language mathematical proofs
StepProof: Step-by-step verification of natural language mathematical proofs
Xiaolin Hu
Qinghua Zhou
Bogdan Grechuk
I. Tyukin
AIMatLRM
241
0
0
12 Jun 2025
Reinforcement Pre-Training
Reinforcement Pre-Training
Qingxiu Dong
Li Dong
Yao Tang
Tianzhu Ye
Yutao Sun
Zhifang Sui
Furu Wei
AIMatOffRLReLMLRM
96
16
0
09 Jun 2025
Mathesis: Towards Formal Theorem Proving from Natural Languages
Mathesis: Towards Formal Theorem Proving from Natural Languages
Yu Xuejun
Jianyuan Zhong
Zijin Feng
Pengyi Zhai
Roozbeh Yousefzadeh
...
Dongcai Lu
Jiacheng Sun
Q. Xu
Shen Xin
Zhenguo Li
AIMatOffRLLRM
137
8
0
08 Jun 2025
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and ChallengingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zichen Tang
Haihong E
Ziyan Ma
Haoyang He
Jiacheng Liu
...
Kun Ji
Qing Huang
Xinyang Hu
Wenshu Fan
Qianhe Zheng
AIMatAIFinELM
229
3
0
06 Jun 2025
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Videos
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Videos
H. Rasheed
Abdelrahman M. Shaker
Anqi Tang
Muhammad Maaz
Ming-Hsuan Yang
Salman Khan
Fahad A Khan
AIMat
344
7
0
05 Jun 2025
AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning
AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning
Bowen Ping
Minnan Luo
Zhuohang Dang
Chenxi Wang
Chengyou Jia
AIMatLRM
166
2
0
29 May 2025
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