FAISS

Introduction Entity linking is a critical task in natural language processing that involves linking entities mentioned in text to their corresponding entries in a knowledge base. In this project, we implement a creative approach to entity linking that leverages the complementary capabilities of Semantic Role Labeling (SRL), Named Entity Recognition (NER), and BERT-based FAISS indexing. We use SRL and NER to extract relevant queries from the input text, which are then used to perform a search in our FAISS index....