task_categories:text-classification size_categories:100K<n<1M language:en license:apache-2.0 D&D intent classification region:us
---
dataset_info:
  features:
  - name: examples
    dtype: string
  - name: label_names
    dtype: string
  - name: labels
    dtype: int64
  splits:
  - name: train
    num_bytes: 9654988
    num_examples: 130570
  - name: test
    num_bytes: 1208016
    num_examples: 16330
  - name: eval
    num_bytes: 1203046
    num_examples: 16321
  download_size: 5759885
  dataset_size: 12066050
task_categories:
- text-classification
language:
- en
size_categories:
- 100K<n<1M
tags:
- D&D
- intent
- classification
pretty_name: D&D Style Intents
license: apache-2.0
---
# Dataset Card for "dnd_style_intents"

This dataset was designed for intent classification module in dialogue system for game developers. 
There are about 163K examples over 17 intents in dataset. 
All intents belong to one of two group: intents for interaction with game mechanics and intents for more correctly dialogue understanding.
Data was generated artificially and augmented with masking and paraphrase model. All examples are in D&D style.