Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules

Human-AI conversation frequently relies on quoting earlier text--"check it with the formula I just highlighted"--yet today's large language models (LLMs) lack an explicit mechanism for locating and exploiting such spans.