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clinc/clinc_oos

Text Classification · clinc· 24.3K
["cc-by-3.0"] 48 MB

Dataset Card for CLINC150 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… See the full description on the dataset page: https://huggingface.co/datasets/clinc/clinc_oos.

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Dataset details

Task
Text Classification
Language
en
License
["cc-by-3.0"]
Size
48 MB
Creator
clinc
Downloads
24.3K
Source
huggingface_datasets
Updated
2024-01-18

About clinc/clinc_oos

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