Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis Paper • 2506.04142 • Published 4 days ago • 26
SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models Paper • 2506.04180 • Published 4 days ago • 29
Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models Paper • 2505.20152 • Published 13 days ago • 11
An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes Paper • 2504.15270 • Published Apr 21 • 10
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation Paper • 2412.21059 • Published Dec 30, 2024 • 19
GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training Paper • 2503.08525 • Published Mar 11 • 17
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models Paper • 2502.14834 • Published Feb 20 • 24
Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament Paper • 2501.13007 • Published Jan 22 • 20
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Paper • 2412.15204 • Published Dec 19, 2024 • 38
AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos Paper • 2411.19950 • Published Nov 29, 2024 • 6
LongReward: Improving Long-context Large Language Models with AI Feedback Paper • 2410.21252 • Published Oct 28, 2024 • 18
Pre-training Distillation for Large Language Models: A Design Space Exploration Paper • 2410.16215 • Published Oct 21, 2024 • 16
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA Paper • 2409.02897 • Published Sep 4, 2024 • 48
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs Paper • 2408.07055 • Published Aug 13, 2024 • 67
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer Paper • 2408.06072 • Published Aug 12, 2024 • 40
Learning to (Learn at Test Time): RNNs with Expressive Hidden States Paper • 2407.04620 • Published Jul 5, 2024 • 34