Wizard of Tasks
amazon.science conversation data dialog machine learning natural language processing
Description
Wizard of Tasks (WoT) is a dataset containing conversations for Conversational Task Assistants (CTAs). A CTA is a conversational agent whose goal is to help humans to perform real-world tasks. A CTA can help in exploring available tasks, answering task-specific questions and guiding users through step-by-step instructions. WoT contains about 550 conversations with ~18,000 utterances in two domains, i.e., Cooking and Home Improvement.
Update Frequency
Not currently being updated
License
Documentation
https://wizard-of-tasks.s3.us-west-2.amazonaws.com/README.md
Managed By
See all datasets managed by Amazon.
Contact
How to Cite
Wizard of Tasks was accessed on DATE from https://registry.opendata.aws/wizard-of-tasks.
Usage Examples
Publications
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Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings by Jason Ingyu Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci, Marcus Collins, Shervin Malmasi, Oleg Rokhlenko and Eugene Agichtein
Resources on AWS
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- Description
- Wizard of Tasks Dataset
- Resource type
- S3 Bucket
- Amazon Resource Name (ARN)
arn:aws:s3:::wizard-of-tasks- AWS Region
us-west-2- AWS CLI Access (No AWS account required)
aws s3 ls --no-sign-request s3://wizard-of-tasks/- Explore
- wizard_of_tasks_cooking_v1.0.json
- wizard_of_tasks_diy_v1.0.json