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EmbeddingGemma 2: Unified and Efficient Multimodal Representations

Paper recorded by Signals 4 on 2026-10-27 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-27 on arXiv · recorded by Signals 4 on 2026-10-28

Category: cs.CL · 自然语言处理 · first seen 2026-10-28

Abstract

We present EmbeddingGemma 2, an open multimodal embedding model which natively represents text, images, audio, video, and combinations thereof in a unified space. Our approach introduces improvements such as simplified per-layer embeddings and a multi-stage curriculum with modality and objective progression which ensure strong quality across unimodal, cross-modal, and mixed-modal evaluations. Nota

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#131 most recent of 660 cs.CL papers we have recorded · ↑ newer: Same Verdict, Different Readers: Personalizing Fact-Checking Explanati · ↓ older: UCVE: Graph Structured Retrieval for Compliance Validation
Cite this page: EmbeddingGemma 2: Unified and Efficient Multimodal Representations: the #131 most recent of 660 cs.CL papers we have recorded (as of 2026-10-27). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/embeddinggemma-2-unified-and-efficient-multimodal-representations.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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