knowledge-intensive tasks
Tasks that require a significant amount of background knowledge or contextual understanding to perform effectively, often challenging for AI systems to tackle due to the need for depth in reasoning.
- Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation
- Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation
- Chain-of-Retrieval Augmented Generation
- Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding
- WebThinker: Empowering Large Reasoning Models with Deep Research Capability