Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings

Tengyu Pan, Zhichao Duan, Zhenyu Li +4

Text embedding models are essential for various natural language processing tasks, enabling the effective encoding of semantic information into dense vector representations. These…