Adaptive Input Representations

Adaptive Input Representations: A Powerful Tool for Natural Language Processing Adaptive input representations are a powerful technique used in natural language processing, which aims to equip computer systems with the ability to understand and interpret human language. This technique involves the use of adaptive input embeddings, which extend the adaptive softmax to input word representations. Adaptive input embeddings provide a way to assign more capacity to frequent words and reduce the cap