metadata
license: cc-by-sa-4.0
tags:
- natural-language-processing
- dialogue-state-tracking
language:
- en
pretty_name: Schema-Guided Dialogue dataset - Dialogue State Tracking
configs:
- config_name: sgd-sdt
data_files:
- split: train
path: sdt/sgd_sdt_v0_train.tsv
- split: dev
path: sdt/sgd_sdt_v0_dev.tsv
- split: test
path: sdt/sgd_sdt_v0_test.tsv
- config_name: sgd-d3st
data_files:
- split: train
path: d3st/sgd_d3st_v0_train.tsv
- split: dev
path: d3st/sgd_d3st_v0_dev.tsv
- split: test
path: d3st/sgd_d3st_v0_test.tsv
dataset_info:
- config_name: sgd-sdt
features:
- name: prompt
dtype: string
- name: target
dtype: string
- name: dialogue_id
dtype: string
- name: turn_id
dtype: string
- name: frame_id
dtype: string
splits:
- name: train
num_bytes: 269690581
num_examples: 175780
- name: dev
num_bytes: 38376392
num_examples: 26077
- name: test
num_bytes: 72134551
num_examples: 46116
- config_name: sgd-d3st
features:
- name: prompt
dtype: string
- name: target
dtype: string
- name: dialogue_id
dtype: string
- name: turn_id
dtype: string
- name: frame_id
dtype: string
splits:
- name: train
num_bytes: 226090375
num_examples: 175780
- name: dev
num_bytes: 32170435
num_examples: 26077
- name: test
num_bytes: 59997238
num_examples: 46116
Schema-Guided Dialogue dataset - Dialogue State Tracking
This dataset contains the Schema-Guided Dialogue Dataset, formatted according to the prompt formats from the following two dialogue state tracking papers:
- Description-Driven Dialogue State Tracking (D3ST) (Zhao et al., 2022)
- Show, Don't Tell (SDT) (Gupta et al., 2022)
Data processing code: https://github.com/google-research/task-oriented-dialogue
Original dataset: https://github.com/google-research-datasets/dstc8-schema-guided-dialogue