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Mengyao Xu

Researcher, NVIDIA

  • Joined May 2024

Names

Mengyao Xu (Preferred)
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Emails

****@nvidia.com (Confirmed)
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Personal Links

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Career & Education History

Researcher
NVIDIA (nvidia.com)
2023 – Present
 
MS student
Carnegie Mellon University (cmu.edu)
2022 – 2023
 
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Advisors, Relations & Conflicts

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Expertise

No areas of expertise listed

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Publications

  • Nemotron ColEmbed V2: Top-Performing Late Interaction embedding models for Visual Document Retrieval

    Gabriel de Souza P. Moreira, Ronay Ak, Mengyao Xu, Oliver Holworthy, Benedikt Schifferer, Zhiding Yu, Yauhen Babakhin, Radek Osmulski, Jiarui Cai, Ryan Chesler, Bo Liu, Even Oldridge
    • ECIR 2026 Workshop LIR Submission
    • Readers: Everyone
  • Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG

    Gabriel de Souza P. Moreira, Ronay Ak, Benedikt Schifferer, Mengyao Xu, Radek Osmulski, Even Oldridge
    • CIKM Workshop 2024
    • Readers: Everyone
  • NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

    Chankyu Lee, Rajarshi Roy, Mengyao Xu, Jonathan Raiman, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
    • ICLR 2025 Spotlight
    • Readers: Everyone

Co-Authors

  • Benedikt Schifferer
  • Bo Liu
  • Bryan Catanzaro
  • Chankyu Lee
  • Even Oldridge
  • Gabriel de Souza P. Moreira
  • Jiarui Cai
  • Jonathan Raiman
  • Mohammad Shoeybi
  • Oliver Holworthy
  • Radek Osmulski
  • Rajarshi Roy
  • Ronay Ak
  • Ryan Chesler
  • Wei Ping
  • Yauhen Babakhin
  • Zhiding Yu
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