HiNS: Hierarchical Negative Sampling for More Comprehensive Memory Retrieval Embedding Model

Motong Tian, Allen P. Wong, Mingjun Mao +1

Memory-augmented language agents rely on embedding models for effective memory retrieval. However, existing training data construction overlooks a critical limitation: the hierarch…