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ncbi/MedCPT-Article-Encoder

Feature Extraction·ncbi· 78.2K· 28
transformers other Feature Extraction 109.5M params arxiv:2307.00589license:otherdeploy:azureregion:us

MedCPT generates embeddings of biomedical texts that can be used for semantic search (dense retrieval). The model contains two encoders: - MedCPT Query Encoder: compute the embeddings of short texts (e.g., questions, search queries, sentences). - MedCPT Article Encoder: compute the embeddings of articles (e.g., PubMed titles & abstracts).

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Model details

Task
Feature Extraction
Provider
ncbi
Framework
transformers
Parameters
109.5M
Size
835 MB
License
other
Downloads
78.2K
Likes
28
Paper
arXiv:2307.00589
Updated
2023-12-03

About ncbi/MedCPT-Article-Encoder

MedCPT generates embeddings of biomedical texts that can be used for semantic search (dense retrieval). The model contains two encoders: - MedCPT Query Encoder: compute the embeddings of short texts (e.g., questions, search queries, sentences). - MedCPT Article Encoder: compute the embeddings of articles (e.g., PubMed titles & abstracts).

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