task-specific knowledge
Information or expertise that is particularly relevant to a specific task, which can enhance an AI model's performance when incorporated into its training.
- Bisecle: Binding and Separation in Continual Learning for Video Language Understanding
- Continual Knowledge Adaptation for Reinforcement Learning
- Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering
- Merging on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
- Quantifying Elicitation of Latent Capabilities in Language Models
- RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis
- Robust and Scalable Autonomous Reinforcement Learning in Irreversible Environments
- Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks