Omni-Embed-Nemotron: Retrieval Across Text, Image, Audio, Video

Omni‑Embed‑Nemotron, announced October 2025, embeds text, images, audio and video into a space for cross‑modal retrieval, letting text queries find matching video. Read more: getnews.me/omni-embed-nemotron-retr... #omniembednemotron #multimodalretrieval

MHier‑RAG Improves Multi‑Modal Retrieval for Visual‑Rich Document QA

MHier‑RAG uses a hierarchical index for visual‑rich document QA, beating LVLM and RAG on MMLongBench‑Doc and LongDocURL while cutting hallucinations. Read more: getnews.me/mhier-rag-improves-multi... #mhierrag #multimodalretrieval

Evaluating Dense Model-based Approaches for Multimodal Medical Case Retrieval | Information Retrieval Research

Published at #IRRJ: "Evaluating Dense Model-based Approaches for Multimodal Medical Case Retrieval" by Catarina Pires, Sérgio Nunes, and Luís Teixeira.
#MedicalSearch, #MultimodalRetrieval, #DenseRetrieval

https://doi.org/10.54195/irrj.19769

Evaluating Dense Model-based Approaches for Multimodal Medical Case Retrieval | Information Retrieval Research

Published at #IRRJ: "Evaluating Dense Model-based Approaches for Multimodal Medical Case Retrieval" by Catarina Pires, Sérgio Nunes, and Luís Teixeira.
#MedicalSearch, #MultimodalRetrieval, #DenseRetrieval

https://doi.org/10.54195/irrj.19769