LHL3341 / MetaLadderLinks
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer (EMNLP 2025)
☆11Updated 6 months ago
Alternatives and similar repositories for MetaLadder
Users that are interested in MetaLadder are comparing it to the libraries listed below
Sorting:
- Official Implementation of our paper "THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning".☆27Updated last month
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆31Updated 3 months ago
- The Code and Script of "David's Slingshot: A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis"☆34Updated 4 months ago
- ☆45Updated 3 weeks ago
- Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"☆49Updated last month
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆24Updated 2 months ago
- The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆15Updated last month
- ☆29Updated last month
- ☆19Updated 7 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 10 months ago
- ☆17Updated 2 months ago
- ☆23Updated last year
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆27Updated 3 weeks ago
- ☆43Updated 3 weeks ago
- R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning☆64Updated 5 months ago
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆23Updated 3 weeks ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"☆36Updated 9 months ago
- ☆23Updated 10 months ago
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning☆41Updated last week
- Official repository for paper "DeepCritic: Deliberate Critique with Large Language Models"☆40Updated 4 months ago
- Official implementation of Self-Taught Agentic Long Context Understanding (ACL 2025).☆10Updated last month
- ☆38Updated 2 months ago
- [ICML 2025] Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment (https://arxiv.org/abs/2410.02197)☆30Updated last month
- [ACL 2025] A Generalizable and Purely Unsupervised Self-Training Framework☆71Updated 4 months ago
- Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization☆77Updated last month
- [COLM 2025] Official code for "When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoni…☆13Updated 2 months ago
- ☆36Updated 3 weeks ago
- This repo contains code for the paper "Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM"☆16Updated 2 weeks ago
- ☆21Updated 5 months ago