Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings Paper • 2609.25165 • Published 8 days ago • 75
view article Article NeoMME: an efficient Multimodal-native and Multilingual Encoder Hcompany • 26 days ago • 111
view article Article Training and Finetuning Multi-Vector Embedding Models with Sentence Transformers tomaarsen • Aug 26 • 144
view article Article How Hugging Face Inference Endpoints, Jobs, and Buckets Power Search on Papers with Code nielsr • Aug 21 • 32
jina-reranker-v3: Last but Not Late Interaction for Document Reranking Paper • 2509.25085 • Published Sep 29, 2025 • 13
SauerkrautLM-Multilingual-(Reason)-ColBERT Collection SauerkrautLM ColBERT is a suite of Late-Interaction retrieval models built with PyLate’s ColBERT architecture and tuned for seven European languages. • 7 items • Updated Aug 3, 2025 • 21
Prism-Reranker: Beyond Relevance Scoring -- Jointly Producing Contributions and Evidence for Agentic Retrieval Paper • 2604.23734 • Published Apr 26 • 4
view article Article LEMUR and Mean Centering for Late-Interaction Retrieval in txtai NeuML • Aug 13 • 9
Bekko Embedding: Parameter-Efficient Multilingual Retrieval with Ultra-Compact Encoders Paper • 2607.25180 • Published Jul 28 • 4
view article Article GLInt: Geometry-Matched Hard Negatives for Late-Interaction Retrieval chungimungi • Aug 8 • 13
Compact Language Models via Pruning and Knowledge Distillation Paper • 2407.14679 • Published Jul 19, 2024 • 43
DenseOn with the LateOn: Fully Open Dense and Late-Interaction Models for Multilingual, Long-Context, and Code Search Paper • 2607.27178 • Published Jul 29 • 8
NOLLI: A Difficulty-Calibrated Puzzle Benchmark for Diagnosing the English-Korean Performance Gap Paper • 2608.04397 • Published Aug 5 • 23
view article Article After the party comes the free lunch: regularizing ColBERT models to enhance pooling capabilities and reduce index footprint lightonai • Jul 6 • 17
view article Article mDenseOn with the mLateOn: Open Multilingual, Long-Context, and Code Retrieval Models lightonai • Jul 30 • 39
jina-reranker-v3.5: An Efficient Listwise Reranker with Hybrid Attention and Self-Distillation Paper • 2607.18152 • Published Jul 20 • 6
ProRank: Prompt Warmup via Reinforcement Learning for Small Language Models Reranking Paper • 2506.03487 • Published Jun 4, 2025 • 7
view article Article NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval nvidia • Jul 16 • 60