Where does output diversity collapse in post-training? Paper • 2604.16027 • Published 23 days ago • 22
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding Paper • 2602.06161 • Published Feb 5 • 4
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers Paper • 2504.00255 • Published Mar 31, 2025 • 1
PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA Paper • 2410.04790 • Published Oct 7, 2024
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States Paper • 2510.11052 • Published Oct 13, 2025 • 52
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding Paper • 2602.06161 • Published Feb 5 • 4
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding Paper • 2602.06161 • Published Feb 5 • 4
Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation Paper • 2602.02007 • Published Feb 2 • 19
Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models Paper • 2602.02039 • Published Feb 2 • 5
An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift Paper • 2601.05882 • Published Jan 9 • 21
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published Nov 25, 2025 • 28
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States Paper • 2510.11052 • Published Oct 13, 2025 • 52
CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding Paper • 2509.23379 • Published Sep 27, 2025 • 15
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance Paper • 2510.03528 • Published Oct 3, 2025 • 19