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Datasets/ATIS

ATIS

Airline Travel Information Systems

AudioTextsUnknownIntroduced 1990-01-01

The ATIS (Airline Travel Information Systems) is a dataset consisting of audio recordings and corresponding manual transcripts about humans asking for flight information on automated airline travel inquiry systems. The data consists of 17 unique intent categories. The original split contains 4478, 500 and 893 intent-labeled reference utterances in train, development and test set respectively.

Source: Spoken Language Intent Detection using Confusion2Vec

Benchmarks

Image Classification/F1 - macroIntent Detection/AccuracyIntent Discovery/ARIOpen Intent Discovery/ACCOpen Intent Discovery/ARIOpen Intent Discovery/NMISemantic Parsing/AccuracySlot Filling/F1Text Clustering/ACCText Clustering/ARIText Clustering/NMI

Related Benchmarks

ATIS (25% known)/Intent Detection/F1ATIS (50% known)/Intent Detection/F1ATIS (vi)/Intent Detection/Intent AccuracyATIS (vi)/Slot Filling/Slot F1

Statistics

Papers
272
Benchmarks
11

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Tasks

Image ClassificationIntent DetectionIntent DiscoveryOpen Intent DiscoveryOut of Distribution (OOD) DetectionSQL ParsingSemantic ParsingSlot FillingText Clustering