Before revision:  With the advancements made by neural approaches in applications such as machine translation , text summarization and dialogue systems, the need for standard coherence evaluation is now more crucial than ever.
After revision:  With the advancements made by neural approaches in applications such as machine translation (MT), summarization and dialog systems, the need for standard coherence evaluation is now more crucial than ever.