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Large Language Models for Mathematical Reasoning: Progresses and
  Challenges

Large Language Models for Mathematical Reasoning: Progresses and Challenges

31 January 2024
Janice Ahn
Rishu Verma
Renze Lou
Di Liu
Rui Zhang
Wenpeng Yin
    LRM
ArXivPDFHTML

Papers citing "Large Language Models for Mathematical Reasoning: Progresses and Challenges"

25 / 25 papers shown
Title
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers
Alice Rueda
Mohammed S. Hassan
Argyrios Perivolaris
Bazen G. Teferra
Reza Samavi
...
Y. Wu
Y. Zhang
Bo Cao
Divya Sharma
Sridhar Krishnan Venkat Bhat
ELM
LRM
43
0
0
02 May 2025
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
Chenrui Fan
Ming Li
Lichao Sun
Tianyi Zhou
LRM
41
2
0
09 Apr 2025
SEAL: Steerable Reasoning Calibration of Large Language Models for Free
SEAL: Steerable Reasoning Calibration of Large Language Models for Free
Runjin Chen
Zhenyu (Allen) Zhang
Junyuan Hong
Souvik Kundu
Zhangyang Wang
OffRL
LRM
44
2
0
07 Apr 2025
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics
Hamed Mahdavi
Alireza Hashemi
Majid Daliri
Pegah Mohammadipour
Alireza Farhadi
Samira Malek
Yekta Yazdanifard
Amir Khasahmadi
V. Honavar
ELM
LRM
40
1
0
01 Apr 2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support
G. Wang
Minyu Gao
Shuai Yang
Ya Zhang
Lizhi He
...
Yexuan Zhang
Wanyue Li
Lu Chen
Jintao Fei
Xin Li
47
1
0
25 Feb 2025
TableMaster: A Recipe to Advance Table Understanding with Language Models
TableMaster: A Recipe to Advance Table Understanding with Language Models
Lang Cao
Hanbing Liu
LMTD
RALM
115
0
1
31 Jan 2025
Open-World Task and Motion Planning via Vision-Language Model Inferred Constraints
Open-World Task and Motion Planning via Vision-Language Model Inferred Constraints
Nishanth Kumar
F. Ramos
Dieter Fox
Caelan Reed Garrett
Tomás Lozano-Pérez
Leslie Pack Kaelbling
Caelan Reed Garrett
LRM
LM&Ro
54
3
0
13 Nov 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies
L. Wang
Sheng Chen
Linnan Jiang
Shu Pan
Runze Cai
Sen Yang
Fei Yang
40
3
0
24 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving
Language Imbalance Driven Rewarding for Multilingual Self-improving
Wen Yang
Junhong Wu
Chen Wang
Chengqing Zong
J. Zhang
ALM
LRM
44
4
0
11 Oct 2024
GraphRouter: A Graph-based Router for LLM Selections
GraphRouter: A Graph-based Router for LLM Selections
Tao Feng
Yanzhen Shen
Jiaxuan You
35
9
0
04 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems
Agent-Oriented Planning in Multi-Agent Systems
Ao Li
Yuexiang Xie
Songze Li
Fugee Tsung
Bolin Ding
Yaliang Li
AIFin
41
5
0
03 Oct 2024
Reasoning Elicitation in Language Models via Counterfactual Feedback
Reasoning Elicitation in Language Models via Counterfactual Feedback
Alihan Hüyük
Xinnuo Xu
Jacqueline Maasch
Aditya V. Nori
Javier González
ReLM
LRM
44
1
0
02 Oct 2024
Harmonic Reasoning in Large Language Models
Harmonic Reasoning in Large Language Models
Anna Kruspe
LRM
19
0
0
09 Sep 2024
A Triumvirate of AI Driven Theoretical Discovery
A Triumvirate of AI Driven Theoretical Discovery
Yang-Hui He
AI4CE
22
4
0
30 May 2024
Metaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach
Metaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach
Camilo Chacón Sartori
Christian Blum
Filippo Bistaffa
Guillem Rodríguez Corominas
AIFin
35
3
0
28 May 2024
Can LLMs Solve longer Math Word Problems Better?
Can LLMs Solve longer Math Word Problems Better?
Xin Xu
Tong Xiao
Zitong Chao
Zhenya Huang
Can Yang
Yang Wang
56
10
0
23 May 2024
A Survey on Self-Evolution of Large Language Models
A Survey on Self-Evolution of Large Language Models
Zhengwei Tao
Ting-En Lin
Xiancai Chen
Hangyu Li
Yuchuan Wu
Yongbin Li
Zhi Jin
Fei Huang
Dacheng Tao
Jingren Zhou
LRM
LM&Ro
38
21
0
22 Apr 2024
Towards A Unified View of Answer Calibration for Multi-Step Reasoning
Towards A Unified View of Answer Calibration for Multi-Step Reasoning
Shumin Deng
Ningyu Zhang
Nay Oo
Bryan Hooi
LRM
22
1
0
15 Nov 2023
Three Questions Concerning the Use of Large Language Models to
  Facilitate Mathematics Learning
Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning
An-Zi Yen
Wei-Ling Hsu
LRM
AI4Ed
23
9
0
20 Oct 2023
LLMs as Potential Brainstorming Partners for Math and Science Problems
LLMs as Potential Brainstorming Partners for Math and Science Problems
Sophia Gu
AI4CE
LRM
39
5
0
10 Oct 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving
Hao Sha
Yao Mu
Yuxuan Jiang
Li Chen
Chenfeng Xu
Ping Luo
Shengbo Eben Li
Masayoshi Tomizuka
Wei Zhan
Mingyu Ding
99
154
0
04 Oct 2023
GLM-130B: An Open Bilingual Pre-trained Model
GLM-130B: An Open Bilingual Pre-trained Model
Aohan Zeng
Xiao Liu
Zhengxiao Du
Zihan Wang
Hanyu Lai
...
Jidong Zhai
Wenguang Chen
Peng-Zhen Zhang
Yuxiao Dong
Jie Tang
BDL
LRM
240
1,070
0
05 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLM
BDL
LRM
AI4CE
297
3,163
0
21 Mar 2022
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
301
11,730
0
04 Mar 2022
Math Word Problem Generation with Mathematical Consistency and Problem
  Context Constraints
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints
Zichao Wang
Andrew S. Lan
Richard G. Baraniuk
26
43
0
09 Sep 2021
1