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Open data
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Deployed on AWS
This bucket contains the checkpoints used to reproduce the baseline results reported in the DialoGLUE benchmark hosted
on EvalAI (https://evalai.cloudcv.org/web/challenges/challenge-page/708/overview). The associated scripts for using the checkpoints are located here:
https://github.com/alexa/dialoglue. The associated paper describing the benchmark and checkpoints is here: https://arxiv.org/abs/2009.13570.
The provided checkpoints include the CONVBERT model, a BERT-esque model trained on a large open-domain conversational
dataset. It also includes the CONVBERT-DG and BERT-DG checkpoints described in the linked
paper.
Overview
This bucket contains the checkpoints used to reproduce the baseline results reported in the DialoGLUE benchmark hosted on EvalAI (https://evalai.cloudcv.org/web/challenges/challenge-page/708/overview ). The associated scripts for using the checkpoints are located here: https://github.com/alexa/dialoglue . The associated paper describing the benchmark and checkpoints is here: https://arxiv.org/abs/2009.13570 . The provided checkpoints include the CONVBERT model, a BERT-esque model trained on a large open-domain conversational dataset. It also includes the CONVBERT-DG and BERT-DG checkpoints described in the linked paper.
Features and programs
Open Data Sponsorship Program
This dataset is part of the Open Data Sponsorship Program, an AWS program that covers the cost of storage for publicly available high-value cloud-optimized datasets.
Pricing
This is a publicly available data set. No subscription is required.
Legal
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Open data resources
Available with or without an AWS account.
- How to use
- To access these resources, reference the Amazon Resource Name (ARN) using the AWS Command Line Interface (CLI). Learn more
- Description
- DialoGLUE checkpoints
- Resource type
- S3 bucket
- Amazon Resource Name (ARN)
- arn:aws:s3:::dialoglue
- AWS region
- us-east-1
- AWS CLI access (No AWS account required)
- aws s3 ls --no-sign-request s3://dialoglue/
Resources
Vendor resources
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How to cite
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue was accessed on DATE from https://registry.opendata.aws/dialoglue .