EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Chang Nie, Chaoyou Fu, Junlan Feng +1

Existing embedding models are inherently static: they encode text segments in isolation, ignoring their surrounding context and temporal order. This paper introduces EvoEmbedding,…