Improving Text Embeddings with Large Language Models
Paper
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2401.00368
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Published
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82
Text Embeddings
This collection will consist of articles on text embeddings.
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Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training
Paper • 2405.06932 • Published • 20 -
Gecko: Versatile Text Embeddings Distilled from Large Language Models
Paper • 2403.20327 • Published • 48 -
Multilingual E5 Text Embeddings: A Technical Report
Paper • 2402.05672 • Published • 22 -
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
Paper • 2405.17428 • Published • 19 -
Jina CLIP: Your CLIP Model Is Also Your Text Retriever
Paper • 2405.20204 • Published • 37 -
Language-agnostic BERT Sentence Embedding
Paper • 2007.01852 • Published • 2 -
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design
Paper • 2408.12503 • Published • 27 -
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss
Paper • 2410.17243 • Published • 93 -
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Paper • 2506.05176 • Published • 74 -
Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models
Paper • 2307.11224 • Published • 6 -
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents
Paper • 2310.19923 • Published • 14 -
AnglE-optimized Text Embeddings
Paper • 2309.12871 • Published • 3