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20242026
most citedA Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?

46 citations · 48 across the 7 of their papers we have counts for

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2 papers · 1 filter

cs.AI2026

CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?

Yuxin Zhang, Ju Fan, Meihao Fan +2

Advanced agents are increasingly demonstrating the potential to operate as autonomous engineers, creating a growing demand for evaluation benchmarks that capture the complexity of…

cs.AI2025

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Shaolei Zhang, Ju Fan, Meihao Fan +2

Autonomous data science, from raw data sources to analyst-grade deep research reports, has been a long-standing challenge, and is now becoming feasible with the emergence of powerf…