作者位次 #8/9NeurIPS 2026Poster
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
Yinyi Luo · Yiqiao Jin · Weichen Yu · Mengqi Zhang · Srijan Kumar · Xiaoxiao Li · Weijie Xu · Xin chen · Jindong Wang
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Yinyi Luo · Yiqiao Jin · Weichen Yu · Mengqi Zhang · Srijan Kumar · Xiaoxiao Li · Weijie Xu · Xin chen · Jindong Wang
Taicheng Guo · Hai Wang · Chaochun Liu · Mohsen Golalikhani · Xin chen · Xiangliang Zhang · Chandan K. Reddy
Multi-turn Text-to-SQL aims to translate a user’s conversational utterances into executable SQL while preserving dialogue coherence and grounding to the target schema. However, most existing systems only regard this task as a simple text translation task and follow a short-horizon paradigm, gener...