一作ACL 2026Poster· Natural Language Processing
MTSQL - R 1: Towards Long-Horizon Multi-Turn Text-to- SQL via Agentic Training
Taicheng Guo · Hai Wang · Chaochun Liu · Mohsen Golalikhani · Xin chen · Xiangliang Zhang · Chandan K. Reddy
摘要
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...