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upvoted a collection 3 months ago

Text Embeddings

Collection

This collection will consist of articles on text embeddings. • 9 items • Updated Oct 26, 2024 • 3

upvoted a paper 3 months ago

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss

Paper • 2410.17243 • Published Oct 22, 2024 • 89

upvoted a paper 4 months ago

The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design

Paper • 2408.12503 • Published Aug 22, 2024 • 24

upvoted 3 papers 8 months ago

Jina CLIP: Your CLIP Model Is Also Your Text Retriever

Paper • 2405.20204 • Published May 30, 2024 • 35

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions

Paper • 2403.19651 • Published Mar 28, 2024 • 22

NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Paper • 2405.17428 • Published May 27, 2024 • 18

upvoted 3 papers 9 months ago

Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

Paper • 2405.06932 • Published May 11, 2024 • 18

Gecko: Versatile Text Embeddings Distilled from Large Language Models

Paper • 2403.20327 • Published Mar 29, 2024 • 48

Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 21