Dataset Card for CLINC150 Table of Contents Dataset Description Dataset Summary Supported Tasks and Leaderboards Languages Dataset Structure Data Instances Data Fields Data Splits Dataset Creation Curation Rationale Source Data Annotations Personal and Sensitive Information Considerations for Using the Data Social Impact of Dataset Discussion of Biases Other Known Limitations Additional Information Dataset Curators Licensing Information Citation Information Contributions Dataset Description Homepage: Github Repository: Github Paper: Aclweb Leaderboard: PapersWithCode Point of Contact: Dataset Summary Task oriented dialog systems need to know when a query falls outside their range of supported intents, but current text classification corpora only define label sets that cover every example. We introduce a new dataset that includes queries that are out of scope (OOS), i.e., queries that do not fall into any of the system's supported intents. This poses a new challenge because models cannot assume that every query at inference time belongs to a system supported intent class. Our dataset also covers 150 intent classes over 10 domains, capturing the breadth that a production task oriente…
We use cookies for essential functionality and analytics. You can accept or reject analytics cookies.Cookie policy