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Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task

The Dialog State Tracking Challenge 4 (DSTC 4) proposes several pilot tasks. In this paper, we focus on the spoken language understanding pilot task, which consists of tagging a given utterance with speech acts and semantic slots. We compare different classifiers: the best system obtains 0.52 and 0.67 F1-scores on the test set for speech act recognition for the tourist and the guide respectively, and 0.52 F1-score for semantic tagging for both the guide and the tourist.

preprint2016arXivOpen access
Franck DernoncourtJi Young LeeTrung H. BuiHung H. Bui
Computation and LanguageMachine LearningArtificial Intelligence
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Open access4 authors3 topics
Imported metadata coverageMissing code, dataset, citation and institution fields are tracked without dominating the paper.Details
Citations: 0Reviews: 0Saves: 0Code: not linkedDataset: not linkedInstitutions: 0

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Franck DernoncourtJi Young LeeTrung H. BuiHung H. Bui

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