Data collections#

We provide several datasets that can be utilized for your experiments.

Task oriented dialog datasets#

d2g_real_dialogs

Description

Reformatted task oriented dialog datasets

Datasets

1. WOZ, 2. MULTIWOZ2_2, 3. MetaLWOz, 4. Microsoft Dialog Challenge, 5. schema_guided_dialog, 6. Stanford Multi-Domain, 7. TaskMaster3, 8. Frames

Format

['domain', 'dialog_id', 'dialog']

Link

huggingface d2g_real_dialogs on HuggingFace

Usage

 
from datasets import load_dataset

dataset = load_dataset("DeepPavlov/d2g_real_dialogs",
                       "MULTIWOZ2_2", token=True)

Synthetic dialog graph dataset#

d2g_generated

Description

LLM generated dialog graphs

Format

['graph', 'topic', 'dialogs']

Link

huggingface d2g_generated on HuggingFace

Usage

 
from datasets import load_dataset

dataset = load_dataset("DeepPavlov/d2g_generated", token=True)