StartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisions Paper • 2610.17309 • Published 5 days ago • 11
StartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisions Paper • 2610.17309 • Published 5 days ago • 11
Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus Paper • 2608.12149 • Published Aug 12 • 30
OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond Paper • 2605.19660 • Published May 19 • 39
Expert-Choice Routing Enables Adaptive Computation in Diffusion Language Models Paper • 2604.01622 • Published Apr 2 • 6
A Technical Study into Small Reasoning Language Models Paper • 2506.13404 • Published Jun 16, 2025 • 8
ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL Paper • 2505.12768 • Published May 19, 2025 • 5
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning Paper • 2504.08600 • Published Apr 11, 2025 • 33
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More Paper • 2502.07490 • Published Feb 11, 2025 • 12