作者位次 #3/4ICML 2026Poster· Reinforcement Learning / Policy Search
Beyond Static Pipelines: Learning Dynamic Workflows for Text-to-SQL
Yihan Wang · Peiyu Liu · Runyu Chen · Wei Xu
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Yihan Wang · Peiyu Liu · Runyu Chen · Wei Xu
Yihan Wang · Peiyu Liu · Runyu Chen · Jiaxing Pu · Wei Xu
Text-to-SQL technology has evolved rapidly, with diverse academic methods achieving impressive results. However, deploying these techniques in real-world systems remains challenging due to limited integration tools. Despite these advances, we introduce Squrve, a unified, modular, and extensive Te...
Yongxuan Wu · Runyu Chen · Peiyu Liu · Hongjin Qian
Long-context understanding poses significant challenges in natural language processing, particularly for real-world dialogues characterized by high redundancy and uneven information density. Although large language models (LLMs) achieve impressive results on existing benchmarks, these datasets fa...