On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability
Decoder-only large language models (LLMs) are increasingly replacing BERT-style architectures as the backbone for dense retrieval, achieving substantial performance gains and broad...