Selecting What Matters: Semantic Compression-Guided Selective Pooling for Long-Context Embeddings

Zifeng Cheng, Jie Zheng, Zhiwei Jiang +4

Large language models (LLMs) have shown strong potential as training-free text encoders for long-context embeddings. Existing approaches primarily improve information flow under ca…