UltraVBERT Collection Tiny vision-language models for visual document retrieval, built on UltraBERT. • 5 items • Updated 17 days ago • 9
view article Article NVIDIA Nemotron 3.5 Embed, Rerank, and Parse: Advancing Agents with World-Class Retrieval Models nvidia • 14 days ago • 67
view article Article SlideOn & mSlideOn: Sparsified Late-Interaction and Dense Retrievers lightonai • 16 days ago • 29
view article Article UltraBERT: One Encoder for Classification and Retrieval dmis-lab • 22 days ago • 66
view article Article NanoVDR: A 70M Text-Only Model That Retrieves Visual Documents as Well as a 2B VLM Ryenhails • Mar 16 • 4
pplx-embed-v2 Collection Collection of our second set of text embedding models • 6 items • Updated 7 days ago • 25
view article Article mDenseOn with the mLateOn: Open Multilingual, Long-Context, and Code Retrieval Models lightonai • Jul 30 • 41
Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings Paper • 2609.25165 • Published Sep 21 • 52
view article Article NeoMME: an efficient Multimodal-native and Multilingual Encoder Hcompany • Sep 3 • 122
NeoMME: A Single-Tower Multimodal-Native Multilingual Foundation Encoder for Efficient Fine-Tuning and Inference Paper • 2609.01657 • Published Aug 31 • 38
NeoMME Collection Meet NeoMME: a family of 260M and 800M Multimodal-Native Multilingual Encoders • 12 items • Updated Sep 28 • 33
MIMO: Multilingual Information Retrieval via Monolingual Objectives Paper • 2605.31171 • Published May 29 • 4
view article Article Multi-Vector (Late Interaction) Embedding Models with Sentence Transformers +1 tomaarsen, NohTow, raphaelsty • Aug 18 • 119
LAMAR: An Open Language-Aware Multilingual Alignment Reranker Paper • 2607.22042 • Published Jul 24 • 18
bekko-embedding-v1 Collection Compact multilingual embedding models: 8M/25M-active-parameter encoders, their pretrained checkpoints, and a Transformer-free static embedding model. • 9 items • Updated 15 days ago • 7