Let's Verify Math Questions Step by Step
Fuente:
arXiv
Saved in:
| Main Authors: | Shen, Chengyu, Wong, Zhen Hao, He, Runming, Liang, Hao, Qiang, Meiyi, Meng, Zimo, Zhao, Zhengyang, Zeng, Bohan, Zhu, Zhengzhou, Cui, Bin, Zhang, Wentao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MathClean: A Benchmark for Synthetic Mathematical Data Cleaning
by: Liang, Hao, et al.
Published: (2025)
by: Liang, Hao, et al.
Published: (2025)
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
by: Ma, Lu, et al.
Published: (2025)
by: Ma, Lu, et al.
Published: (2025)
TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos
by: Feng, Hengyi, et al.
Published: (2026)
by: Feng, Hengyi, et al.
Published: (2026)
One-Eval: An Agentic System for Automated and Traceable LLM Evaluation
by: Shen, Chengyu, et al.
Published: (2026)
by: Shen, Chengyu, et al.
Published: (2026)
LogicPuzzleRL: Cultivating Robust Mathematical Reasoning in LLMs via Reinforcement Learning
by: Wong, Zhen Hao, et al.
Published: (2025)
by: Wong, Zhen Hao, et al.
Published: (2025)
StepFun-Prover Preview: Let's Think and Verify Step by Step
by: Shang, Shijie, et al.
Published: (2025)
by: Shang, Shijie, et al.
Published: (2025)
FLARE: Full-Modality Long-Video Audiovisual Retrieval Benchmark with User-Simulated Queries
by: You, Qijie, et al.
Published: (2026)
by: You, Qijie, et al.
Published: (2026)
DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models
by: Liang, Hao, et al.
Published: (2026)
by: Liang, Hao, et al.
Published: (2026)
BRACE: A Benchmark for Robust Audio Caption Quality Evaluation
by: Guo, Tianyu, et al.
Published: (2025)
by: Guo, Tianyu, et al.
Published: (2025)
FlipVQA: Scaling Multi-modal Instruction Tuning via Textbook-to-Knowledge Synthesis
by: Wong, Zhen Hao, et al.
Published: (2025)
by: Wong, Zhen Hao, et al.
Published: (2025)
Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models
by: Liu, Shunyu, et al.
Published: (2024)
by: Liu, Shunyu, et al.
Published: (2024)
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step
by: Guo, Ziyu, et al.
Published: (2025)
by: Guo, Ziyu, et al.
Published: (2025)
Big-Stop Semantics: Small-Step Semantics in a Big-Step Judgment
by: Kahn, David M, et al.
Published: (2025)
by: Kahn, David M, et al.
Published: (2025)
LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
by: Xu, Guowei, et al.
Published: (2024)
by: Xu, Guowei, et al.
Published: (2024)
Are Bigger Encoders Always Better in Vision Large Models?
by: Li, Bozhou, et al.
Published: (2024)
by: Li, Bozhou, et al.
Published: (2024)
Towards Next-Generation LLM Training: From the Data-Centric Perspective
by: Liang, Hao, et al.
Published: (2026)
by: Liang, Hao, et al.
Published: (2026)
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
by: Liang, Hao, et al.
Published: (2026)
by: Liang, Hao, et al.
Published: (2026)
TextualVerifier: Verify TextGrad Step-by-Step
by: Situmorang, Eugenius Mario, et al.
Published: (2025)
by: Situmorang, Eugenius Mario, et al.
Published: (2025)
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
by: Wang, Peiyi, et al.
Published: (2023)
by: Wang, Peiyi, et al.
Published: (2023)
DARO: Difficulty-Aware Reweighting Policy Optimization
by: Zhou, Jingyu, et al.
Published: (2025)
by: Zhou, Jingyu, et al.
Published: (2025)
SuperCLUE-Math6: Graded Multi-Step Math Reasoning Benchmark for LLMs in Chinese
by: Xu, Liang, et al.
Published: (2024)
by: Xu, Liang, et al.
Published: (2024)
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI
by: Liang, Hao, et al.
Published: (2025)
by: Liang, Hao, et al.
Published: (2025)
Verified Critical Step Optimization for LLM Agents
by: Li, Mukai, et al.
Published: (2026)
by: Li, Mukai, et al.
Published: (2026)
MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts
by: Liang, Hao, et al.
Published: (2024)
by: Liang, Hao, et al.
Published: (2024)
Multi-Step Visual Reasoning with Visual Tokens Scaling and Verification
by: Bai, Tianyi, et al.
Published: (2025)
by: Bai, Tianyi, et al.
Published: (2025)
Data and code for "Discrete-Time Fixed-Step Sliding Mode Control Integrated with Model-Free Adaptive Control"
by: Zhu, Zhengyang
Published: (2026)
by: Zhu, Zhengyang
Published: (2026)
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math
by: Pandit, Shrey, et al.
Published: (2025)
by: Pandit, Shrey, et al.
Published: (2025)
LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts
by: Cai, Qifeng, et al.
Published: (2025)
by: Cai, Qifeng, et al.
Published: (2025)
Let's Reward Step-by-Step: Step-Aware Contrastive Alignment for Vision-Language Navigation in Continuous Environments
by: Li, Haoyuan, et al.
Published: (2026)
by: Li, Haoyuan, et al.
Published: (2026)
Let's Measure Information Step-by-Step: AI-Based Evaluation Beyond Vibes
by: Robertson, Zachary, et al.
Published: (2025)
by: Robertson, Zachary, et al.
Published: (2025)
Let's Learn Step by Step: Enhancing In-Context Learning Ability with Curriculum Learning
by: Liu, Yinpeng, et al.
Published: (2024)
by: Liu, Yinpeng, et al.
Published: (2024)
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning
by: Jain, Kushal, et al.
Published: (2023)
by: Jain, Kushal, et al.
Published: (2023)
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo
by: Feng, Shengyu, et al.
Published: (2024)
by: Feng, Shengyu, et al.
Published: (2024)
Can We Verify Step by Step for Incorrect Answer Detection?
by: Xu, Xin, et al.
Published: (2024)
by: Xu, Xin, et al.
Published: (2024)
MathMistake Checker: A Comprehensive Demonstration for Step-by-Step Math Problem Mistake Finding by Prompt-Guided LLMs
by: Zhang, Tianyang, et al.
Published: (2025)
by: Zhang, Tianyang, et al.
Published: (2025)
Slow Perception: Let's Perceive Geometric Figures Step-by-step
by: Wei, Haoran, et al.
Published: (2024)
by: Wei, Haoran, et al.
Published: (2024)
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge
by: Liang, Hao, et al.
Published: (2025)
by: Liang, Hao, et al.
Published: (2025)
Let's Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models
by: Luo, Kangyang, et al.
Published: (2024)
by: Luo, Kangyang, et al.
Published: (2024)
GIFT: Reconciling Post-Training Objectives via Finite-Temperature Gibbs Initialization
by: Zhao, Zhengyang, et al.
Published: (2026)
by: Zhao, Zhengyang, et al.
Published: (2026)
Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering
by: Fan, Shicheng, et al.
Published: (2026)
by: Fan, Shicheng, et al.
Published: (2026)
Similar Items
-
MathClean: A Benchmark for Synthetic Mathematical Data Cleaning
by: Liang, Hao, et al.
Published: (2025) -
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
by: Ma, Lu, et al.
Published: (2025) -
TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos
by: Feng, Hengyi, et al.
Published: (2026) -
One-Eval: An Agentic System for Automated and Traceable LLM Evaluation
by: Shen, Chengyu, et al.
Published: (2026) -
LogicPuzzleRL: Cultivating Robust Mathematical Reasoning in LLMs via Reinforcement Learning
by: Wong, Zhen Hao, et al.
Published: (2025)