most citedText-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation

6 citations · 9 across the 4 of their papers we have counts for

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cs.CL2025★ 3 cited

Detecting Ambiguities to Guide Query Rewrite for Robust Conversations in Enterprise AI Assistants

Md Mehrab Tanjim, Xiang Chen, Victor S. Bursztyn +8

Multi-turn conversations with an Enterprise AI Assistant can be challenging due to conversational dependencies in questions, leading to ambiguities and errors. To address this, we…

cs.CL2024

CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement

Leitian Tao, Xiang Chen, Tong Yu +4

Large Language Models (LLMs) have revolutionized code generation but require significant resources and often over-generalize, limiting their task-specific efficiency. Fine-tuning s…