Enhancing Automated Speaking Assessment of Conversation Tests through Novel Graph-based Modeling of Spoken Response Coherence

Incorporating hierarchical context, including semantically related words, speaker intents, and discourse relations, into a graph-based modeling approach can significantly improve the accuracy of automated speaking assessment for conversation tests.