Text and Code Embeddings by Contrastive Pre-Training
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2201.10005
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Published
Representation Learning
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Towards General Text Embeddings with Multi-stage Contrastive Learning
Paper • 2308.03281 • Published • 1 -
Nomic Embed: Training a Reproducible Long Context Text Embedder
Paper • 2402.01613 • Published • 14 -
Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training
Paper • 2405.06932 • Published • 16 -
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
Paper • 2307.04047 • Published -
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
Paper • 2104.06979 • Published -
Relevance Filtering for Embedding-based Retrieval
Paper • 2408.04887 • Published -
Three Towers: Flexible Contrastive Learning with Pretrained Image Models
Paper • 2305.16999 • Published • 2 -
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Paper • 2408.11039 • Published • 56