NUS-TRAIL / SynthRLLinks
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis
☆67Updated 2 months ago
Alternatives and similar repositories for SynthRL
Users that are interested in SynthRL are comparing it to the libraries listed below
Sorting:
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆140Updated 3 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆157Updated 4 months ago
- ☆171Updated 5 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆54Updated 4 months ago
- ☆129Updated 7 months ago
- [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆47Updated 2 weeks ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆73Updated 10 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆96Updated 9 months ago
- ☆46Updated 6 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆46Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆112Updated last month
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆118Updated 5 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆86Updated 8 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 6 months ago
- Official Repository of LatentSeek☆64Updated 4 months ago
- [NeurIPS'25 Spotlight] ARM: Adaptive Reasoning Model☆56Updated last week
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 8 months ago
- Code for Heima☆55Updated 5 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆93Updated last month
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆63Updated 3 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆59Updated 10 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆106Updated 6 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
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆70Updated 4 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆91Updated last year
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆82Updated 6 months ago
- The official repository of paper "Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models''☆91Updated 2 months ago
- A Sober Look at Language Model Reasoning☆84Updated last week
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆79Updated 3 months ago
- Official repository for paper "DeepCritic: Deliberate Critique with Large Language Models"☆37Updated 3 months ago