Dataset Card for BANKING77 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: ArXiv Leaderboard: Point of Contact: Dataset Summary Dataset composed of online banking queries annotated with their corresponding intents. BANKING77 dataset provides a very fine grained set of intents in a banking domain. It comprises 13,083 customer service queries labeled with 77 intents. It focuses on fine grained single domain intent detection. Supported Tasks and Leaderboards Intent classification, intent detection Languages English Dataset Structure Data Instances An example of 'train' looks as follows: Data Fields text : a string feature. label : One of classification labels (0 76) corresponding to unique intents. Intent names are mapped to lab…
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