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20242026
most citedText-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation

6 citations · 7 across the 5 of their papers we have counts for

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cs.AI2026

Enhancing Multi-Agent Communication through Attention Steering with Context Relevance

Hongxiang Zhang, Yuan Tian, Tianyi Zhang

LLM-based multi-agent systems have demonstrated remarkable performance on complex tasks through collaborative reasoning. However, these systems tend to rapidly accumulate extremely…