2 papers
cs.CL2026
Overthinking Loops in Agents: A Structural Risk via MCP Tools
Yohan Lee, Jisoo Jang, Seoyeon Choi +2
Tool-using LLM agents increasingly coordinate real workloads by selecting and chaining third-party tools based on text-visible metadata such as tool names, descriptions, and return…
cs.CL2025
Prompt Tuning for Natural Language to SQL with Embedding Fine-Tuning and RAG
Jisoo Jang, Tien-Cuong Bui, Yunjun Choi +1
This paper introduces an Error Correction through Prompt Tuning for NL-to-SQL, leveraging the latest advancements in generative pre-training-based LLMs and RAG. Our work addresses…