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CLINC150 Dataset | Papersgraph

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CLINC150

Introduced in An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction2019

About this Dataset

This dataset is for evaluating the performance of intent classification systems in the presence of "out-of-scope" queries, i.e., queries that do not fall into any of the system-supported intent classes. The dataset includes both in-scope and out-of-scope data.

Source: CLINC150

Source: An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Dataset Variants

CLINC150clinc_oosCLINC150 5-shotCLINC150 10-shot

Papers1

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

A new dataset is introduced that includes queries that are out-of-scope—i.e., queries that do not fall into any of the system’s supported intents, posing a new challenge because models cannot assume that every query at inference time belongs to a system-supported intent class.

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