Task-Oriented Dialogue - Groups

SpokenWOZ

SpokenWOZ is a large-scale speech-text dataset for spoken task-oriented dialogue (TOD) that incorporates both text and speech inputs.

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Movie-ticket booking dataset

The movie-ticket booking dataset contains raw conversational data collected via Amazon Mechanical Turk.

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DSTC2

The DSTC2 dataset is a dataset for dialogue state tracking and user simulation.

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Schema-Guided Dialogue

The Schema-Guided Dialogue (SGD) dataset contains over 20,000 multi-domain conversations between a human and a virtual assistant.

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Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction

Task-oriented dialogue systems often require agents to enact complex, multi-step procedures in order to meet user requests. The proposed Knowledge-Augmented Dialogue System...

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BERT-DST

BERT-DST: scalable end-to-end dialogue state tracking with bidirectional encoder representations from transformer.

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Schema-Guided Dataset (SGD)

Schema-Guided Dataset (SGD) is the official dataset for the schema-guided state tracking challenge at DSTC8. The schema-guided dataset consists of 20 domains with a total of 45...

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SMD

This dataset is used for time-series anomaly detection. It contains multivariate time-series data from various sources, including industrial machines and sensors.

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AuGPT

The AuGPT dataset is a task-oriented dialogue dataset with a focus on auxiliary tasks and data augmentation.

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Dialogue Self-Play for Task-Oriented Conversational Agents

The dataset is constructed using a dialogue self-play approach, where synthetic dialogues are generated to grant that phenomena uninvestigated are present only at test time and...

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10 datasets found