Marianne Menglin Liu

According to our database, Marianne Menglin Liu authored at least 6 papers between 2025 and 2026.

Collaborative distances:

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

2026

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

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

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

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

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Routesplain: Towards Faithful and Intervenable Routing for Software-related Tasks.

Adam Storek, Vikas Upadhyay, Marianne Menglin Liu, Daniel W. Peterson, Anshul Mittal, Sujeeth Bharadwaj, Fahad Shah, Dan Roth

CoRR, November, 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

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

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

Proceedings of the Knowledge Graphs - 14th International Joint Conference, 2025