MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Honglin, Pan, Zhuoshi, Li, Yu, Pei, Qizhi, Gao, Xin, Cai, Mengzhang, He, Conghui, Wu, Lijun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning
by: Pei, Qizhi, et al.
Published: (2025)
by: Pei, Qizhi, et al.
Published: (2025)
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
by: Tang, Zinan, et al.
Published: (2025)
by: Tang, Zinan, et al.
Published: (2025)
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
by: Pei, Qizhi, et al.
Published: (2025)
by: Pei, Qizhi, et al.
Published: (2025)
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning
by: Lin, Honglin, et al.
Published: (2025)
by: Lin, Honglin, et al.
Published: (2025)
IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment
by: Ming, Chenlin, et al.
Published: (2025)
by: Ming, Chenlin, et al.
Published: (2025)
Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning
by: Li, Yu, et al.
Published: (2025)
by: Li, Yu, et al.
Published: (2025)
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
by: Liu, Zheng, et al.
Published: (2026)
by: Liu, Zheng, et al.
Published: (2026)
REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once
by: Pan, Zhuoshi, et al.
Published: (2025)
by: Pan, Zhuoshi, et al.
Published: (2025)
OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value
by: Cai, Mengzhang, et al.
Published: (2025)
by: Cai, Mengzhang, et al.
Published: (2025)
Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training
by: Cao, Chuxue, et al.
Published: (2026)
by: Cao, Chuxue, et al.
Published: (2026)
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges
by: Li, Yu, et al.
Published: (2025)
by: Li, Yu, et al.
Published: (2025)
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs
by: Pan, Zhuoshi, et al.
Published: (2025)
by: Pan, Zhuoshi, et al.
Published: (2025)
Closing the Data Loop: Using OpenDataArena to Engineer Superior Training Datasets
by: Gao, Xin, et al.
Published: (2025)
by: Gao, Xin, et al.
Published: (2025)
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis
by: Gao, Xin, et al.
Published: (2025)
by: Gao, Xin, et al.
Published: (2025)
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs
by: Li, Yu, et al.
Published: (2026)
by: Li, Yu, et al.
Published: (2026)
Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility
by: Lin, Honglin, et al.
Published: (2026)
by: Lin, Honglin, et al.
Published: (2026)
MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
by: Lin, Honglin, et al.
Published: (2026)
by: Lin, Honglin, et al.
Published: (2026)
Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models
by: Zhang, Jiahuan, et al.
Published: (2025)
by: Zhang, Jiahuan, et al.
Published: (2025)
Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token's Nature
by: Liu, Zheng, et al.
Published: (2025)
by: Liu, Zheng, et al.
Published: (2025)
FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation
by: Gao, Kaiyuan, et al.
Published: (2024)
by: Gao, Kaiyuan, et al.
Published: (2024)
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
by: Pei, Qizhi, et al.
Published: (2024)
by: Pei, Qizhi, et al.
Published: (2024)
Nonexistence of Time-periodic Solutions of the Dirac Equation in Kerr-Newman-(A)dS Spacetime
by: Fan, Mengzhang, et al.
Published: (2024)
by: Fan, Mengzhang, et al.
Published: (2024)
High‐performance self‐healing epoxy by microencapsulated epoxy‐amine chemistry I: Properties of the adopted healant system
by: Mengzhang Zhu, et al.
Published: (2024)
by: Mengzhang Zhu, et al.
Published: (2024)
High‐performance self‐healing epoxy by microencapsulated epoxy‐amine chemistry II: Performance of the system
by: Mengzhang Zhu, et al.
Published: (2024)
by: Mengzhang Zhu, et al.
Published: (2024)
GLEAN: Grounded Lightweight Evaluation Anchors for Contamination-Aware Tabular Reasoning
by: Wang, Qizhi
Published: (2026)
by: Wang, Qizhi
Published: (2026)
AscendCraft: Automatic Ascend NPU Kernel Generation via DSL-Guided Transcompilation
by: Wen, Zhongzhen, et al.
Published: (2026)
by: Wen, Zhongzhen, et al.
Published: (2026)
Climbing the Export Quality Ladder: Role of Human Capital
by: Xiaogang He, et al.
Published: (2024)
by: Xiaogang He, et al.
Published: (2024)
Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?
by: Zhou, Ruochen, et al.
Published: (2025)
by: Zhou, Ruochen, et al.
Published: (2025)
LRAS: Advanced Legal Reasoning with Agentic Search
by: Zhou, Yujin, et al.
Published: (2026)
by: Zhou, Yujin, et al.
Published: (2026)
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors
by: Pei, Qizhi, et al.
Published: (2024)
by: Pei, Qizhi, et al.
Published: (2024)
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving
by: Gao, Songyang, et al.
Published: (2025)
by: Gao, Songyang, et al.
Published: (2025)
Tokenizing 3D Molecule Structure with Quantized Spherical Coordinates
by: Gao, Kaiyuan, et al.
Published: (2024)
by: Gao, Kaiyuan, et al.
Published: (2024)
PACR: Progressively Ascending Confidence Reward for LLM Reasoning
by: Yoon, Eunseop, et al.
Published: (2025)
by: Yoon, Eunseop, et al.
Published: (2025)
Function Fitting Based on Kolmogorov-Arnold Theorem and Kernel Functions
by: Liu, Jianpeng, et al.
Published: (2025)
by: Liu, Jianpeng, et al.
Published: (2025)
MetaXCR: Reinforcement-Based Meta-Transfer Learning for Cross-Lingual Commonsense Reasoning
by: He, Jie, et al.
Published: (2025)
by: He, Jie, et al.
Published: (2025)
Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning
by: Li, Tingyu, et al.
Published: (2025)
by: Li, Tingyu, et al.
Published: (2025)
Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?
by: Wen, Zichen, et al.
Published: (2025)
by: Wen, Zichen, et al.
Published: (2025)
Leveraging Compression to Construct Transferable Bitrate Ladders
by: Durbha, Krishna Srikar, et al.
Published: (2025)
by: Durbha, Krishna Srikar, et al.
Published: (2025)
Reason Analogically via Cross-domain Prior Knowledge: An Empirical Study of Cross-domain Knowledge Transfer for In-Context Learning
by: Liu, Le, et al.
Published: (2026)
by: Liu, Le, et al.
Published: (2026)
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
by: Pei, Qizhi, et al.
Published: (2023)
by: Pei, Qizhi, et al.
Published: (2023)
Similar Items
-
ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning
by: Pei, Qizhi, et al.
Published: (2025) -
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
by: Tang, Zinan, et al.
Published: (2025) -
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
by: Pei, Qizhi, et al.
Published: (2025) -
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning
by: Lin, Honglin, et al.
Published: (2025) -
IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment
by: Ming, Chenlin, et al.
Published: (2025)