Action-Based Conversations Dataset: Task-Oriented Dialogue Systems Could Be Better by@asapp

Action-Based Conversations Dataset: Task-Oriented Dialogue Systems Could Be Better

Action-Based Conversations Dataset (ABCD) is a fully-labeled dataset with over 10k human-to-human dialogues containing 55 distinct user intents. Action State Tracking (AST) keeps track of the state of the dialogue when we know that an action has taken place during that turn. Cascading Dialogue Success (CDS) measures a model’s ability to understand actions in context as a whole, which includes the context from other utterances. The novel features in ABCD challenges the industry to measure performance across two new dialogue tasks.
image
ASAPP Hacker Noon profile picture

ASAPP

Making knowledge workers radically more productive with #AI for effective and efficient customer experiences.

ASAPP Hacker Noon profile picture
by ASAPP @asapp. Making knowledge workers radically more productive with #AI for effective and efficient customer experiences.Read my stories

Tags

Join Hacker Noon

Create your free account to unlock your custom reading experience.