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20242026
most citedNLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM

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cs.AI2026

EvolvingBrain: An Adaptive Skill System for Multi-modal Agents Self-Evolution in Open Worlds

Runxuan Liu, Jingqi Shi, Baoxin Wang +10

Multi-modal agents have made significant progress in interacting with open worlds. However, their ability to self-evolve remains limited. Supervised fine-tuning enables imitation b…