Improving Text Embeddings with Large Language Models
Paper
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2401.00368
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Published
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79
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 • 16 -
Gecko: Versatile Text Embeddings Distilled from Large Language Models
Paper • 2403.20327 • Published • 47 -
Multilingual E5 Text Embeddings: A Technical Report
Paper • 2402.05672 • Published • 20 -
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
Paper • 2405.17428 • Published • 17 -
Jina CLIP: Your CLIP Model Is Also Your Text Retriever
Paper • 2405.20204 • Published • 35 -
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 • 23 -
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss
Paper • 2410.17243 • Published • 89