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Marianne Menglin Liu

Marianne Menglin Liu has 2 papers in our library, in 2026; often with Dan Roth, Morteza Dehghani, Sujith Ravi.

2 papers in our library · 2026

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📄 2 works in our library · 🔗 Cited 3 times in our library · ⭐ Paper Stars ranking: #10162

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding (2026 · 4 citations)
    Retrieval-augmented generation over long, visually rich documents (slides, reports, papers) often fails on questions whose answers are spread across several pages.
  2. ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering (2026 · 4 citations)
    LLM agents often choose the wrong external tool when a toolset contains many near-duplicate tools with similar names and descriptions. Large toolsets also overflow the model's input window. ToolScope (Oracle AI) addresses both problems without fine-tuning.

 Co-authors here

6 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read).

Updated

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