efficient-splade-VI-BT-large-doc is a SPLADE-based sparse encoder developed by NAVER for passage retrieval and document representation. It uses knowledge distillation and bag-of-words techniques to create efficient sparse embeddings suitable for search engines and RAG systems. The model is compatible with the sentence-transformers library and licensed under CC-BY-NC-SA-4.0.
Efficient Splade VI BT Large Doc sits in PulseGate's Foundation models & chat category. It focuses on improving information retrieval accuracy using sparse representations for documents and queries. It is built as an open-source project for developers. Efficient Splade VI BT Large Doc is open source under the Open Source license. The product ships for the web, the command line, and API.
Behind Efficient Splade VI BT Large Doc is naver, and the product first shipped in 2021. Development happens publicly on GitHub with 999 stars. Key capabilities include Sparse Embeddings, Document Retrieval, and Query Expansion.
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