Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget A blazing fast and lightweight Information Extraction model for Entity Linking and Relation Extraction . 🛠️ Installation Installation from PyPI Other installation options Install with optional dependencies Install with all the optional dependencies. Install with optional dependencies for training and evaluation. Install with optional dependencies for FAISS FAISS PyPI package is only available for CPU. For GPU, install it from source or use the conda package. For CPU: For GPU: Install with optional dependencies for serving the models with FastAPI and Ray. Installation from source 🚀 Quick Start [//]: (Write a short description of the model and how to use it with the from pretrained method.) ReLiK is a lightweight and fast model for Entity Linking and Relation Extraction . It is composed of two main components: a retriever and a reader. The retriever is responsible for retrieving relevant documents from a large collection, while the reader is responsible for extracting entities and relations from the retrieved documents. ReLi…
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