Nemotron ColEmbed V2: Top-Performing Late Interaction Embedding Models for Visual Document Retrieval
Fuente:
arXiv
Saved in:
| Main Authors: | Moreira, Gabriel de Souza P., Ak, Ronay, Xu, Mengyao, Holworthy, Oliver, Schifferer, Benedikt, Yu, Zhiding, Babakhin, Yauhen, Osmulski, Radek, Cai, Jiarui, Chesler, Ryan, Liu, Bo, Oldridge, Even |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks
by: Babakhin, Yauhen, et al.
Published: (2025)
by: Babakhin, Yauhen, et al.
Published: (2025)
Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model
by: Xu, Mengyao, et al.
Published: (2025)
by: Xu, Mengyao, et al.
Published: (2025)
Omni-Embed-Nemotron: A Unified Multimodal Retrieval Model for Text, Image, Audio, and Video
by: Xu, Mengyao, et al.
Published: (2025)
by: Xu, Mengyao, et al.
Published: (2025)
NV-Retriever: Improving text embedding models with effective hard-negative mining
by: Moreira, Gabriel de Souza P., et al.
Published: (2024)
by: Moreira, Gabriel de Souza P., et al.
Published: (2024)
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG
by: Moreira, Gabriel de Souza P., et al.
Published: (2024)
by: Moreira, Gabriel de Souza P., et al.
Published: (2024)
MIRACL-VISION: A Large, multilingual, visual document retrieval benchmark
by: Osmulski, Radek, et al.
Published: (2025)
by: Osmulski, Radek, et al.
Published: (2025)
H2O-Danube3 Technical Report
by: Pfeiffer, Pascal, et al.
Published: (2024)
by: Pfeiffer, Pascal, et al.
Published: (2024)
HierarchicalKV: A GPU Hash Table with Cache Semantics for Continuous Online Embedding Storage
by: Rong, Haidong, et al.
Published: (2026)
by: Rong, Haidong, et al.
Published: (2026)
Vezetők, testületek, felelősség a felsőoktatási intézményekben, különös tekintettel az állami egyetemekre
by: Rónay, Zoltán
Published: (2025)
by: Rónay, Zoltán
Published: (2025)
De la evagación a la evolución?
by: Alicia Ronay
Published: (2004)
by: Alicia Ronay
Published: (2004)
H2O-Danube-1.8B Technical Report
by: Singer, Philipp, et al.
Published: (2024)
by: Singer, Philipp, et al.
Published: (2024)
ColBERT-Att: Late-Interaction Meets Attention for Enhanced Retrieval
by: Patel, Raj Nath, et al.
Published: (2026)
by: Patel, Raj Nath, et al.
Published: (2026)
Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
by: Reddy, Arun, et al.
Published: (2025)
by: Reddy, Arun, et al.
Published: (2025)
Context-Aware Search and Retrieval Over Erasure Channels
by: Ghasvarianjahromi, Sara, et al.
Published: (2025)
by: Ghasvarianjahromi, Sara, et al.
Published: (2025)
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
by: Zhang, Shaokun, et al.
Published: (2025)
by: Zhang, Shaokun, et al.
Published: (2025)
ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval
by: Masry, Ahmed, et al.
Published: (2025)
by: Masry, Ahmed, et al.
Published: (2025)
Col-Bandit: Zero-Shot Query-Time Pruning for Late-Interaction Retrieval
by: Pony, Roi, et al.
Published: (2026)
by: Pony, Roi, et al.
Published: (2026)
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
by: Xiao, Zilin, et al.
Published: (2025)
by: Xiao, Zilin, et al.
Published: (2025)
$\mathbb{R}^{2k}$ is Theoretically Large Enough for Embedding-based Top-$k$ Retrieval
by: Wang, Zihao, et al.
Published: (2026)
by: Wang, Zihao, et al.
Published: (2026)
NumColBERT: Non-Intrusive Numeracy Injection for Late-Interaction Retrieval Models
by: Fujimaki, Haruki, et al.
Published: (2026)
by: Fujimaki, Haruki, et al.
Published: (2026)
TurkEmbed4Retrieval: Turkish Embedding Model for Retrieval Task
by: Ezerceli, Özay, et al.
Published: (2025)
by: Ezerceli, Özay, et al.
Published: (2025)
Context-Aware Search and Retrieval Under Token Erasure
by: Ghasvarianjahromi, Sara, et al.
Published: (2026)
by: Ghasvarianjahromi, Sara, et al.
Published: (2026)
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
by: Lee, Chankyu, et al.
Published: (2024)
by: Lee, Chankyu, et al.
Published: (2024)
TopER: Topological Embeddings in Graph Representation Learning
by: Tola, Astrit, et al.
Published: (2024)
by: Tola, Astrit, et al.
Published: (2024)
Embedded Finite Models Beyond Restricted Quantifier Collapse
by: Benedikt, Michael, et al.
Published: (2023)
by: Benedikt, Michael, et al.
Published: (2023)
TurkColBERT: A Benchmark of Dense and Late-Interaction Models for Turkish Information Retrieval
by: Ezerceli, Özay, et al.
Published: (2025)
by: Ezerceli, Özay, et al.
Published: (2025)
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever
by: Jha, Rohan, et al.
Published: (2024)
by: Jha, Rohan, et al.
Published: (2024)
ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor
by: Annamoradnejad, Issa, et al.
Published: (2020)
by: Annamoradnejad, Issa, et al.
Published: (2020)
NVIDIA Nemotron Parse 1.1
by: Chumachenko, Kateryna, et al.
Published: (2025)
by: Chumachenko, Kateryna, et al.
Published: (2025)
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models
by: Günther, Michael, et al.
Published: (2024)
by: Günther, Michael, et al.
Published: (2024)
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
by: Even, Mathieu, et al.
Published: (2024)
by: Even, Mathieu, et al.
Published: (2024)
LongEmbed: Extending Embedding Models for Long Context Retrieval
by: Zhu, Dawei, et al.
Published: (2024)
by: Zhu, Dawei, et al.
Published: (2024)
NVIDIA Nemotron Nano V2 VL
by: NVIDIA, et al.
Published: (2025)
by: NVIDIA, et al.
Published: (2025)
NVIDIA Nemotron 3: Efficient and Open Intelligence
by: NVIDIA, et al.
Published: (2025)
by: NVIDIA, et al.
Published: (2025)
Apriel-Nemotron-15B-Thinker
by: Radhakrishna, Shruthan, et al.
Published: (2025)
by: Radhakrishna, Shruthan, et al.
Published: (2025)
Llama-Nemotron: Efficient Reasoning Models
by: Bercovich, Akhiad, et al.
Published: (2025)
by: Bercovich, Akhiad, et al.
Published: (2025)
ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval
by: Chen, Jianlyu, et al.
Published: (2025)
by: Chen, Jianlyu, et al.
Published: (2025)
Micropaleontological investigation of Late Albanian Col de Palluel
by: Bornemann, André, et al.
Published: (2005)
by: Bornemann, André, et al.
Published: (2005)
‘Leading’ by example? Gendered language in Human Resource job adverts
by: Maranda Ridgway, et al.
Published: (2024)
by: Maranda Ridgway, et al.
Published: (2024)
Diagnosable ColBERT: Debugging Late-Interaction Retrieval Models Using a Learned Latent Space as Reference
by: Remy, François
Published: (2026)
by: Remy, François
Published: (2026)
Similar Items
-
Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks
by: Babakhin, Yauhen, et al.
Published: (2025) -
Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model
by: Xu, Mengyao, et al.
Published: (2025) -
Omni-Embed-Nemotron: A Unified Multimodal Retrieval Model for Text, Image, Audio, and Video
by: Xu, Mengyao, et al.
Published: (2025) -
NV-Retriever: Improving text embedding models with effective hard-negative mining
by: Moreira, Gabriel de Souza P., et al.
Published: (2024) -
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG
by: Moreira, Gabriel de Souza P., et al.
Published: (2024)