most citedThe Pragmatic Mind of Machines: Tracing the Emergence of Pragmatic Competence in Large Language Models

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cs.IR2026

Dual-View Training for Instruction-Following Information Retrieval

Qingcheng Zeng, Puxuan Yu, Aman Mehta +2

Instruction-following information retrieval (IF-IR) studies retrieval systems that must not only find documents relevant to a query, but also obey explicit user constraints such as…

cs.IR2026

Code-Switching Information Retrieval: Benchmarks, Analysis, and the Limits of Current Retrievers

Qingcheng Zeng, Yuheng Lu, Zeqi Zhou +6

Code-switching is a pervasive linguistic phenomenon in global communication, yet modern information retrieval systems remain predominantly designed for, and evaluated within, monol…