QizhiPei / MathFusionLinks
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)
☆31Updated 3 months ago
Alternatives and similar repositories for MathFusion
Users that are interested in MathFusion are comparing it to the libraries listed below
Sorting:
- [EMNLP 2025] WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning☆49Updated last week
- A Sober Look at Language Model Reasoning☆86Updated 3 weeks ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆96Updated 10 months ago
- Official Repository of LatentSeek☆65Updated 4 months ago
- MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer (EMNLP 2025)☆11Updated 6 months ago
- ☆50Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- ☆29Updated last month
- [ACL 2024] Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models☆26Updated last year
- MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension☆47Updated 10 months ago
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆68Updated last year
- Code release for "SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers" [NeurIPS D&B, 2024]☆66Updated 9 months ago
- [ACL 2025 Findings] Official implementation of the paper "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning".☆19Updated 8 months ago
- ☆17Updated 3 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆69Updated 3 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 10 months ago
- The code and data for the paper JiuZhang3.0☆49Updated last year
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆69Updated 6 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆115Updated 6 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆74Updated 4 months ago
- ☆16Updated 11 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆24Updated 2 months ago
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆115Updated 2 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆64Updated 3 months ago
- A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…☆57Updated 4 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆73Updated 3 weeks ago
- exploring whether LLMs perform case-based or rule-based reasoning☆29Updated last year
- Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation, ICML 2024☆21Updated last year