Nikki Lijing Kuang
1 indexed paper
Recent (6 mo)
1With code
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126
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NLP×1
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2026
Learning to Retrieve: Dual-Level Long-Term Memory for Text-to-SQL Agents
The paper proposes MERIT, a dual-level, multi-horizon memory retrieval framework that significantly improves the performance of interactive text-to-SQL agents by providing both global and local memory guidance.
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Papers
cs.CLRecentMay 30, 2026
Learning to Retrieve: Dual-Level Long-Term Memory for Text-to-SQL Agents
Yibo Wang, Nikki Lijing Kuang, Philip S. Yu, Zhewei Yao +1 more
The paper proposes MERIT, a dual-level, multi-horizon memory retrieval framework that significantly improves the performance of interactive text-to-SQL agents by providing both global and local memory…
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