schema_guided_dstc8

Références:

dialogues

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS :

ds = tfds.load('huggingface:schema_guided_dstc8/dialogues')
  • Descriptif :
The Schema-Guided Dialogue dataset (SGD) was developed for the Dialogue State Tracking task of the Eights Dialogue Systems Technology Challenge (dstc8).
The SGD dataset consists of over 18k annotated multi-domain, task-oriented conversations between a human and a virtual assistant.
These conversations involve interactions with services and APIs spanning 17 domains, ranging from banks and events to media, calendar, travel, and weather.
For most of these domains, the SGD dataset contains multiple different APIs, many of which have overlapping functionalities but different interfaces,
which reflects common real-world scenarios.
  • Licence : CC BY-SA 4.0
  • Version : 0.0.0
  • Fractionnements :
Diviser Exemples
'test' 4201
'train' 16142
'validation' 2482
  • Caractéristiques :
{
    "dialogue_id": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "services": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "turns": {
        "feature": {
            "speaker": {
                "num_classes": 2,
                "names": [
                    "USER",
                    "SYSTEM"
                ],
                "names_file": null,
                "id": null,
                "_type": "ClassLabel"
            },
            "utterance": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "frames": {
                "feature": {
                    "service": {
                        "dtype": "string",
                        "id": null,
                        "_type": "Value"
                    },
                    "slots": {
                        "feature": {
                            "slot": {
                                "dtype": "string",
                                "id": null,
                                "_type": "Value"
                            },
                            "start": {
                                "dtype": "int32",
                                "id": null,
                                "_type": "Value"
                            },
                            "exclusive_end": {
                                "dtype": "int32",
                                "id": null,
                                "_type": "Value"
                            }
                        },
                        "length": -1,
                        "id": null,
                        "_type": "Sequence"
                    },
                    "state": {
                        "active_intent": {
                            "dtype": "string",
                            "id": null,
                            "_type": "Value"
                        },
                        "requested_slots": {
                            "feature": {
                                "dtype": "string",
                                "id": null,
                                "_type": "Value"
                            },
                            "length": -1,
                            "id": null,
                            "_type": "Sequence"
                        },
                        "slot_values": {
                            "feature": {
                                "slot_name": {
                                    "dtype": "string",
                                    "id": null,
                                    "_type": "Value"
                                },
                                "slot_value_list": {
                                    "feature": {
                                        "dtype": "string",
                                        "id": null,
                                        "_type": "Value"
                                    },
                                    "length": -1,
                                    "id": null,
                                    "_type": "Sequence"
                                }
                            },
                            "length": -1,
                            "id": null,
                            "_type": "Sequence"
                        }
                    },
                    "actions": {
                        "feature": {
                            "act": {
                                "num_classes": 18,
                                "names": [
                                    "AFFIRM",
                                    "AFFIRM_INTENT",
                                    "CONFIRM",
                                    "GOODBYE",
                                    "INFORM",
                                    "INFORM_COUNT",
                                    "INFORM_INTENT",
                                    "NEGATE",
                                    "NEGATE_INTENT",
                                    "NOTIFY_FAILURE",
                                    "NOTIFY_SUCCESS",
                                    "OFFER",
                                    "OFFER_INTENT",
                                    "REQUEST",
                                    "REQUEST_ALTS",
                                    "REQ_MORE",
                                    "SELECT",
                                    "THANK_YOU"
                                ],
                                "names_file": null,
                                "id": null,
                                "_type": "ClassLabel"
                            },
                            "slot": {
                                "dtype": "string",
                                "id": null,
                                "_type": "Value"
                            },
                            "canonical_values": {
                                "feature": {
                                    "dtype": "string",
                                    "id": null,
                                    "_type": "Value"
                                },
                                "length": -1,
                                "id": null,
                                "_type": "Sequence"
                            },
                            "values": {
                                "feature": {
                                    "dtype": "string",
                                    "id": null,
                                    "_type": "Value"
                                },
                                "length": -1,
                                "id": null,
                                "_type": "Sequence"
                            }
                        },
                        "length": -1,
                        "id": null,
                        "_type": "Sequence"
                    },
                    "service_results": {
                        "feature": {
                            "service_results_list": {
                                "feature": {
                                    "service_slot_name": {
                                        "dtype": "string",
                                        "id": null,
                                        "_type": "Value"
                                    },
                                    "service_canonical_value": {
                                        "dtype": "string",
                                        "id": null,
                                        "_type": "Value"
                                    }
                                },
                                "length": -1,
                                "id": null,
                                "_type": "Sequence"
                            }
                        },
                        "length": -1,
                        "id": null,
                        "_type": "Sequence"
                    },
                    "service_call": {
                        "method": {
                            "dtype": "string",
                            "id": null,
                            "_type": "Value"
                        },
                        "parameters": {
                            "feature": {
                                "parameter_slot_name": {
                                    "dtype": "string",
                                    "id": null,
                                    "_type": "Value"
                                },
                                "parameter_canonical_value": {
                                    "dtype": "string",
                                    "id": null,
                                    "_type": "Value"
                                }
                            },
                            "length": -1,
                            "id": null,
                            "_type": "Sequence"
                        }
                    }
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

schéma

Utilisez la commande suivante pour charger cet ensemble de données dans TFDS :

ds = tfds.load('huggingface:schema_guided_dstc8/schema')
  • Descriptif :
The Schema-Guided Dialogue dataset (SGD) was developed for the Dialogue State Tracking task of the Eights Dialogue Systems Technology Challenge (dstc8).
The SGD dataset consists of over 18k annotated multi-domain, task-oriented conversations between a human and a virtual assistant.
These conversations involve interactions with services and APIs spanning 17 domains, ranging from banks and events to media, calendar, travel, and weather.
For most of these domains, the SGD dataset contains multiple different APIs, many of which have overlapping functionalities but different interfaces,
which reflects common real-world scenarios.
  • Licence : CC BY-SA 4.0
  • Version : 0.0.0
  • Fractionnements :
Diviser Exemples
'test' 21
'train' 26
'validation' 17
  • Caractéristiques :
{
    "service_name": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "description": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "slots": {
        "feature": {
            "name": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "description": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "is_categorical": {
                "dtype": "bool",
                "id": null,
                "_type": "Value"
            },
            "possible_values": {
                "feature": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "intents": {
        "feature": {
            "name": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "description": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "is_transactional": {
                "dtype": "bool",
                "id": null,
                "_type": "Value"
            },
            "required_slots": {
                "feature": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            },
            "optional_slots": {
                "feature": {
                    "slot_name": {
                        "dtype": "string",
                        "id": null,
                        "_type": "Value"
                    },
                    "slot_value": {
                        "dtype": "string",
                        "id": null,
                        "_type": "Value"
                    }
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            },
            "result_slots": {
                "feature": {
                    "dtype": "string",
                    "id": null,
                    "_type": "Value"
                },
                "length": -1,
                "id": null,
                "_type": "Sequence"
            }
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}