activity
20232026
most citedText-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation

6 citations · 7 across the 13 of their papers we have counts for

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2 papers · 1 filter

cs.AI2026

ISEE: Interactive Semantic Enrichment for Database Fields

Yuan Tian, Yiru Chen, Rakesh R. Menon +8

LLM-based agents are increasingly being deployed for data-related tasks, including data sense-making, exploration, and retrieval. However, their performance heavily depends on the…

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…