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most citedMAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL

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cs.CL2025

Mission Impossible: Feedback-Guided Dynamic Interactive Planning for Improving Reasoning on LLMs

Dong Yan, Gaochen Wu, Bowen Zhou

Recent advancements in language agents have led to significant improvements in multi-hop reasoning tasks. However, existing approaches often struggle with handling open-domain prob…