Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks

Introduction In recent years, the advancement of natural language processing (NLP) models has revolutionized various language-related tasks, including sentence scoring and retrieval. Two prominent methods for scoring pairs of sentences are cross-enco...