domain-specific expertise

5 papers

• Curriculum Model Merging: Harmonizing Chemical LLMs for Enhanced Cross-Task Generalization
• Learn and Ensemble Bridge Adapters for Multi-domain Task Incremental Learning
• Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
• Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees
• Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning