Learning Unmasking Policies for Diffusion Language Models Paper • 2512.09106 • Published 18 days ago • 8
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence Paper • 2511.07384 • Published Nov 10 • 16
Efficient Parallel Samplers for Recurrent-Depth Models and Their Connection to Diffusion Language Models Paper • 2510.14961 • Published Oct 16 • 7
Training Dynamics Impact Post-Training Quantization Robustness Paper • 2510.06213 • Published Oct 7 • 3
Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models Paper • 2510.02300 • Published Oct 2 • 6
Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLM Paper • 2509.18058 • Published Sep 22 • 12
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs Paper • 2509.09677 • Published Sep 11 • 34
FAST: Factorizable Attention for Speeding up Transformers Paper • 2402.07901 • Published Feb 12, 2024 • 3
DynaGuard: A Dynamic Guardrail Model With User-Defined Policies Paper • 2509.02563 • Published Sep 2 • 20
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning Paper • 2507.16746 • Published Jul 22 • 35
MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal Reasoning Paper • 2506.05523 • Published Jun 5 • 34
Contextual Integrity in LLMs via Reasoning and Reinforcement Learning Paper • 2506.04245 • Published May 29 • 4
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text Paper • 2506.05209 • Published Jun 5 • 59
How Much Backtracking is Enough? Exploring the Interplay of SFT and RL in Enhancing LLM Reasoning Paper • 2505.24273 • Published May 30 • 5
Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space Paper • 2505.13308 • Published May 19 • 27
ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations Paper • 2505.02819 • Published May 5 • 26