REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Paper • 2501.03262 • Published Jan 4 • 90
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published Dec 23, 2024 • 46
Diving into Self-Evolving Training for Multimodal Reasoning Paper • 2412.17451 • Published Dec 23, 2024 • 43
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
Teaching Large Language Models to Reason with Reinforcement Learning Paper • 2403.04642 • Published Mar 7, 2024 • 46
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning Paper • 2312.15685 • Published Dec 25, 2023 • 16