domain-specific knowledge
Domain-specific knowledge refers to expertise and insights pertinent to a particular application area, enhancing the development and performance of AI systems tailored for that domain.
- An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
- Data Mixing Can Induce Phase Transitions in Knowledge Acquisition
- FAIR Universe HiggsML Uncertainty Dataset and Competition
- Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections
- MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
- RvLLM: LLM Runtime Verification with Domain Knowledge
- Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs