PAUSE
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Understanding PAUSE: A Method for Learning Sentence Embeddings
The concept of learning sentence embeddings, or transforming textual data into numerical…
Trans-Encoder
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If you're interested in the field of natural language processing, then you've likely come across the term "Trans-Encoder" before. This…
TSDAE
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What is TSDAE?
TSDAE stands for "Transformer-based Sentence Denoising AutoEncoder". It is an unsupervised sentence embedding method that can be…
SimCSE
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SimCSE: An Unsupervised Learning Framework for Generating Sentence Embeddings
SimCSE is a powerful tool for generating sentence embeddings, which are…
Mirror-BERT
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Introduction to Mirror-BERT: A Simple Yet Effective Text Encoder
Language is the primary tool humans use to communicate, and it…
DeCLUTR
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What is DeCLUTR?
DeCLUTR is an innovative approach to learning universal sentence embeddings without the need for labeled training data.…