Marianne Menglin Liu

According to our database, Marianne Menglin Liu authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

OraPlan-SQL: A Planning-Centric Framework for Complex Bilingual NL2SQL Reasoning.

Marianne Menglin Liu, Sai Ashish Somayajula, Syed Fahad Allam Shah, Sujith Ravi, Dan Roth

CoRR, October, 2025

ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering.

Marianne Menglin Liu, Daniel Garcia, Fjona Parllaku, Vikas Upadhyay, Syed Fahad Allam Shah, Dan Roth

CoRR, October, 2025

LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding.

Zhivar Sourati, Zheng Wang, Marianne Menglin Liu, Yazhe Hu, Mengqing Guo, Sujeeth Bharadwaj, Kyu J. Han, Tao Sheng, Sujith Ravi, Morteza Dehghani, Dan Roth

CoRR, October, 2025

RAG Makes Guardrails Unsafe? Investigating Robustness of Guardrails under RAG-style Contexts.

Yining She, Daniel W. Peterson, Marianne Menglin Liu, Vikas Upadhyay, Mohammad Hossein Chaghazardi, Eunsuk Kang, Dan Roth

CoRR, October, 2025