DenseOn & LateOn Collection A collection of open state-of-the-art single and multi-vector models • 7 items • Updated 21 days ago • 9
view article Article DenseOn with the LateOn: Open State-of-the-Art Single and Multi-Vector Models lightonai • 21 days ago • 38
whybe-choi/Qwen3-VL-Embedding-2B-ko-vdr-preview-v0.1 Sentence Similarity • 2B • Updated 20 days ago • 66 • 3
view article Article Training and Finetuning Multimodal Embedding & Reranker Models with Sentence Transformers tomaarsen • 27 days ago • 70
CLEAR: Cross-Lingual Enhancement in Alignment via Reverse-training Paper • 2604.05821 • Published Apr 7
e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings Paper • 2601.03666 • Published Jan 7 • 5
Improving Semantic Proximity in Information Retrieval through Cross-Lingual Alignment Paper • 2604.05684 • Published Apr 7 • 9
view article Article Multimodal Embedding & Reranker Models with Sentence Transformers tomaarsen • Apr 9 • 58
Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval Paper • 2604.04734 • Published Apr 6 • 12
Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval Paper • 2604.04734 • Published Apr 6 • 12
Improving Semantic Proximity in Information Retrieval through Cross-Lingual Alignment Paper • 2604.05684 • Published Apr 7 • 9
view article Article BidirLM: Turning Generative LLMs into the Best Open-Source Omnimodal Encoders Nicolas-BZRD • Apr 7 • 26