LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning Paper • 2506.18841 • Published Jun 23 • 56
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos Paper • 2506.04141 • Published Jun 4 • 29
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis Paper • 2506.04142 • Published Jun 4 • 27
SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models Paper • 2506.04180 • Published Jun 4 • 32
Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models Paper • 2505.20152 • Published May 26 • 11
Absolute Zero: Reinforced Self-play Reasoning with Zero Data Paper • 2505.03335 • Published May 6 • 182
An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes Paper • 2504.15270 • Published Apr 21 • 10
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Paper • 2503.21729 • Published Mar 27 • 29 • 4
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning Paper • 2411.16495 • Published Nov 25, 2024 • 2
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Paper • 2503.21729 • Published Mar 27 • 29