The syntactic information of a dependency tree is an essential feature in relation extraction studies. Traditional dependency-based relation extraction methods can be categorized into hard pruning methods. which aim to remove unnecessary information. and soft pruning methods. https://thebanyantreers.shop/product-category/facial/