一作ACL 2026Findings· Findings of ACL
LLM s Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval
Zhibo Zhang · Yang Xu · Kai Ming Ting · Cam-Tu Nguyen
摘要
Large language models (LLMs) have recently enabled remarkable progress in text representation. However, their embeddings are typically high-dimensional, leading to substantial storage and retrieval overhead. Although recent approaches such as Matryoshka Representation Learning (MRL) and Contrasti...