Enriched Topical-Chat Dataset for Knowledge-Grounded Dialogue Systems

conversation data machine learning natural language processing

Description

This dataset provides extra annotations on top of the publicly released Topical-Chat dataset(https://github.com/alexa/Topical-Chat) which will help in reproducing the results in our paper "Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems" (https://arxiv.org/abs/2005.12529?context=cs.CL). The dataset contains 5 files: train.json, valid_freq.json, valid_rare.json, test_freq.json and test_rare.json. Each of these files will have additional annotations on top of the original Topical-Chat dataset. These specific annotations are: dialogue act annotations and knowledge sentence annotations. The annotations were computed automatically using off the shelf models which are mentioned in the README.txt

Update Frequency

Not currently being updated

License

CDLA-Sharing

Documentation

https://github.com/alexa/Topical-Chat/blob/master/TopicalChatEnriched/README.md

Managed By

See all datasets managed by Amazon.

Contact

behnam@amazon.com, karthgop@amazon.com, seokhwk@amazon.com, yangliud@amazon.com, mihaeric@amazon.com, hakkanit@amazon.com

Usage Examples

Publications

Resources on AWS

  • Description
    Enriched Topical-Chat Dataset for Knowledge-Grounded Dialogue Systems
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::enriched-topical-chat
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls s3://enriched-topical-chat/ --no-sign-request

Edit this dataset entry on GitHub

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