LHL3341 / MetaLadderLinks
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer (EMNLP 2025)
☆10Updated 5 months ago
Alternatives and similar repositories for MetaLadder
Users that are interested in MetaLadder are comparing it to the libraries listed below
Sorting:
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆29Updated 2 months ago
- Official Implementation of our paper "THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning".☆26Updated 3 weeks ago
- The Code and Script of "David's Slingshot: A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis"☆34Updated 3 months ago
- ☆45Updated last week
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 9 months ago
- ☆18Updated 2 months ago
- ☆36Updated 3 weeks ago
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆24Updated 2 months ago
- ☆45Updated 4 months ago
- [ACL 2025] Are Your LLMs Capable of Stable Reasoning?☆30Updated 2 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆86Updated last year
- ☆23Updated 9 months ago
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆13Updated 7 months ago
- official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"☆36Updated 8 months ago
- ☆19Updated 7 months ago
- The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆15Updated last month
- ☆21Updated 5 months ago
- Code for Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation (EVOL-RL).☆37Updated last week
- JudgeLRM: Large Reasoning Models as a Judge☆39Updated 3 weeks ago
- ☆49Updated 7 months ago
- Exploration of automated dataset selection approaches at large scales.☆47Updated 7 months ago
- [ACL 2024] Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models☆26Updated last year
- ☆25Updated 2 weeks ago
- ☆22Updated last year
- [ICML 2025] Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment (https://arxiv.org/abs/2410.02197)☆29Updated last month
- [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆24Updated last year
- [COLM 2025] Official code for "When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoni…☆13Updated last month
- Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization☆71Updated last week
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆19Updated 2 weeks ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆23Updated 2 months ago