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20202026
most citedMageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models

2 citations · 2 across the 6 of their papers we have counts for

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cs.CL2026

Who Maintains Agent Skills? A Longitudinal Study of Human-Governed, AI-Assisted Skill Maintenance

Chen Shen, Estevam Hruschka

Lifelong LLM agents increasingly rely on external skill artifacts as one element for preserving and reusing capabilities over time. These skills (usually portable Markdown files su…

cs.CL2025

Towards Probabilistic Question Answering Over Tabular Data

Chen Shen, Sajjadur Rahman, Estevam Hruschka

Current approaches for question answering (QA) over tabular data, such as NL2SQL systems, perform well for factual questions where answers are directly retrieved from tables. Howev…