Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models Paper • 2505.14810 • Published 4 days ago • 52
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Paper • 2505.16410 • Published 3 days ago • 47
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Paper • 2505.15612 • Published 4 days ago • 28
SimpleRL Collection The collection for the Project "Simple Reinforcement Learning for Reasoning" • 2 items • Updated Feb 19 • 7
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Paper • 2503.22230 • Published Mar 28 • 44
SimpleRL-Zoo Collection The collection for the Paper "SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild" • 13 items • Updated 20 days ago • 6
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24 • 30
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Paper • 2503.00808 • Published Mar 2 • 57
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Paper • 2501.03262 • Published Jan 4 • 99
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published Dec 23, 2024 • 48
Diving into Self-Evolving Training for Multimodal Reasoning Paper • 2412.17451 • Published Dec 23, 2024 • 44
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue Paper • 2306.10315 • Published Jun 17, 2023 • 1
Automatic Instruction Evolving for Large Language Models Paper • 2406.00770 • Published Jun 2, 2024 • 2
view article Article Welcome Gemma 2 - Google's new open LLM By philschmid and 5 others • Jun 27, 2024 • 129
Teaching Large Language Models to Reason with Reinforcement Learning Paper • 2403.04642 • Published Mar 7, 2024 • 51
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning Paper • 2312.15685 • Published Dec 25, 2023 • 16