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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 / 488 papers shown
Title
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
96
0
0
06 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
130
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
56
1
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
128
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
145
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
152
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
152
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
108
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
119
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
80
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
135
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
139
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
85
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
244
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
120
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
105
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
63
0
0
01 Oct 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
112
0
0
29 Sep 2025
Reinforcement Mid-Training
Reinforcement Mid-Training
Yijun Tian
S. Chen
Zhichao Xu
Y. X. R. Wang
Jinhe Bi
Peng Han
Wei Wang
AIMatOffRLLRM
75
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
114
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
136
0
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
90
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
96
3
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
99
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
93
0
0
16 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
72
0
0
09 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
133
14
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
107
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
96
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
178
0
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
214
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
86
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
106
0
0
01 Aug 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
128
0
0
31 Jul 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
130
22
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
133
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
138
3
0
28 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
42
4
0
07 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
124
5
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
110
3
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
158
8
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
192
3
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
64
15
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
105
7
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
Rahul Gupta
Qianhe Zheng
AIMatAIFinELM
177
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
313
4
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
130
2
0
29 May 2025
REAL-Prover: Retrieval Augmented Lean Prover for Mathematical Reasoning
REAL-Prover: Retrieval Augmented Lean Prover for Mathematical Reasoning
Ziju Shen
Naohao Huang
Fanyi Yang
Yutong Wang
Guoxiong Gao
...
Mengzhou Sun
Haocheng Ju
Peihao Wu
Bryan Dai
B. Dong
AIMatLRM
113
3
0
27 May 2025
Enumerate-Conjecture-Prove: Formally Solving Answer-Construction Problems in Math Competitions
Enumerate-Conjecture-Prove: Formally Solving Answer-Construction Problems in Math Competitions
Jialiang Sun
Yuzhi Tang
Ao Li
Chris J. Maddison
Kuldeep S. Meel
AIMat
189
1
0
24 May 2025
Scaling Physical Reasoning with the PHYSICS Dataset
Scaling Physical Reasoning with the PHYSICS Dataset
Shenghe Zheng
Qianjia Cheng
Junchi Yao
Mengsong Wu
Haonan He
...
Shuyue Hu
Mengwei He
Dongzhan Zhou
Ganqu Cui
Peng Ye
AIMatLRMAI4CE
218
3
0
21 May 2025
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