dialoglue.yaml

Name: "DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue"
Description: |
  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.
Documentation: https://github.com/alexa/dialoglue
Contact: mihaeric@amazon.com, mehrishikib@gmail.com, hakkanit@amazon.com
ManagedBy: "[Amazon](https://www.amazon.com/)"
UpdateFrequency: Not currently being updated
Tags:
  - aws-pds
  - amazon.science
  - natural language processing
  - machine learning
  - conversation data
License: "[CDLA-Sharing](https://cdla.io/sharing-1-0/)"
Resources:
  - Description: "DialoGLUE checkpoints"
    ARN: arn:aws:s3:::dialoglue
    Region: us-east-1
    Type: S3 Bucket
    Explore:
    - '[Browse Bucket](https://dialoglue.s3.amazonaws.com/index.html)'
DataAtWork:
  Publications:
    - Title: "DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue"
      URL: https://arxiv.org/abs/2009.13570
      AuthorName: Shikib Mehri, Mihail Eric, Dilek Hakkani-Tur