QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation Paper • 2512.19134 • Published 4 days ago • 31
V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions Paper • 2512.11995 • Published 14 days ago • 9
MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs Paper • 2511.14159 • Published Nov 18 • 24
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs Paper • 2511.07419 • Published Nov 10 • 26
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time Paper • 2505.24863 • Published May 30 • 97
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published Jun 2 • 187
Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play Paper • 2505.02707 • Published May 5 • 85
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents Paper • 2504.15785 • Published Apr 22 • 22
Towards Visual Text Grounding of Multimodal Large Language Model Paper • 2504.04974 • Published Apr 7 • 17
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill? Paper • 2504.06514 • Published Apr 9 • 39
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients Paper • 2504.10766 • Published Apr 14 • 40
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation Paper • 2403.20289 • Published Mar 29, 2024 • 1