Language Chain in Alignment: Cross-lingual Ranking Preference Optimization Paper • 2608.23149 • Published Aug 24 • 8
RenderRank: Learning to Rerank Text with Compressed Visual Tokens Paper • 2609.35069 • Published 8 days ago • 7
NeoMME Collection Meet NeoMME: a family of 260M and 800M Multimodal-Native Multilingual Encoders • 12 items • Updated 8 days ago • 33
view article Article Training and Finetuning Multi-Vector Embedding Models with Sentence Transformers tomaarsen • Aug 26 • 144
view article Article mDenseOn with the mLateOn: Open Multilingual, Long-Context, and Code Retrieval Models lightonai • Jul 30 • 39
mDenseOn & mLateOn Collection A collection of open state-of-the-art single and multi-vector models and datasets for multilingual, long context and code retrieval • 19 items • Updated 15 days ago • 19
SHIFT: Semantic Harmonization via Index-side Feature Transformation for Multilingual Information Retrieval Paper • 2606.18801 • Published Jun 17 • 2
MIMO: Multilingual Information Retrieval via Monolingual Objectives Paper • 2605.31171 • Published May 29 • 4
SemBridge: Language Transfer in Sparse Encoders via Multilingual Semantic Bridges Paper • 2605.26002 • Published May 25 • 5
MLAIRE: Multilingual Language-Aware Information Retrieval Evaluation Protocal Paper • 2605.07249 • Published May 8 • 4
LAMAR: An Open Language-Aware Multilingual Alignment Reranker Paper • 2607.22042 • Published Jul 24 • 18
view article Article NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval nvidia • Jul 16 • 60
Inference-Free Multimodal Learned Sparse Retrieval for Production-Scale Visual Document Search Paper • 2605.30917 • Published May 29 • 8
jina-embeddings-v5-text: Task-Targeted Embedding Distillation Paper • 2602.15547 • Published Feb 17 • 32
Is Position Bias in Dense Retrievers Built In-or Learned from Data? Paper • 2605.26578 • Published May 26 • 17
DenseOn & LateOn Collection A collection of open state-of-the-art single and multi-vector models for English retrieval • 9 items • Updated 15 days ago • 13