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cs.CL2026
MemReranker: Reasoning-Aware Reranking for Agent Memory Retrieval
Chunyu Li, Mengyuan Zhang, Jingyi Kang +6
In agent memory systems, the reranking model serves as the critical bridge connecting user queries with long-term memory. Most systems adopt the "retrieve-then-rerank" two-stage pa…
cs.CL2024
MM-Eval: A Hierarchical Benchmark for Modern Mongolian Evaluation in LLMs
Mengyuan Zhang, Ruihui Wang, Bo Xia +2
Large language models (LLMs) excel in high-resource languages but face notable challenges in low-resource languages like Mongolian. This paper addresses these challenges by categor…