Yes, Anna was largely forgotten in the 20th century. Despite being a highly successful writer, her works fell out of favor with changing literary tastes and shifting political dynamics. Her novels were overshadowed by male writers of her time and subsequent generations, and her contribution to literature was relatively neglected.
Unraveling the Legacy of Anna Laetitia Barbauld: A Quiz on the English Author's Life and Works