LAMAR: An Open Language-Aware Multilingual Alignment Reranker Paper • 2607.22042 • Published 12 days ago • 16
bekko-embedding-v1 Collection Compact multilingual embedding models with 8M and 25M active parameters, including pretrained checkpoints and retrieval-fine-tuned releases. • 8 items • Updated 7 days ago • 3
KorFinVDR Collection KorFinVDR: A Benchmark for Korean Visual Document Retrieval and Multimodal RAG in Financial Domain • 5 items • Updated 9 days ago • 1
Simulated Scholar Search (S3) — Models & Datasets Collection Datasets and model checkpoints for training and studying scientific-literature search agents in the S3 local environment. • 3 items • Updated 9 days ago • 3
LightOn-rerank Collection LightOn-rerank models are unified cross-encoder rerankers: Qwen3.5 LoRAs scoring both text passages and document page images against a query. • 6 items • Updated 6 days ago • 6
view article Article One Adapter, Both Modalities: Field Notes from Building and Serving a Multimodal Reranker lightonai • 20 days ago • 19
Inference-Free Multimodal Learned Sparse Retrieval for Production-Scale Visual Document Search Paper • 2605.30917 • Published May 29 • 8
LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know? Paper • 2605.28721 • Published May 27 • 18
jina-embeddings-v5-text: Task-Targeted Embedding Distillation Paper • 2602.15547 • Published Feb 17 • 31
view article Article MTEB Leaderboard: From a slow demo to feature-rich leaderboard Samoed • Jun 12 • 23
Is Position Bias in Dense Retrievers Built In-or Learned from Data? Paper • 2605.26578 • Published May 26 • 21
Seq vs Seq: An Open Suite of Paired Encoders and Decoders Paper • 2507.11412 • Published Jul 15, 2025 • 33
view article Article ModernVBERT: Towards Smaller Visual Document Retrievers paultltc • Oct 3, 2025 • 46
On the Challenges and Opportunities of Learned Sparse Retrieval for Code Paper • 2603.22008 • Published Mar 23 • 6
view article Article LateOn-Code & ColGrep: LightOn unveils state-of-the-art code retrieval models and code search tooling lightonai • Feb 12 • 58