Datasets:
nlu_evaluation_data

- {"default": {"description": "Raw part of NLU Evaluation Data. It contains 25 715 non-empty examples (original dataset has 25716 examples) from 68 unique intents belonging to 18 scenarios.\n", "citation": "@InProceedings{XLiu.etal:IWSDS2019,\n author = {Xingkun Liu, Arash Eshghi, Pawel Swietojanski and Verena Rieser},\n title = {Benchmarking Natural Language Understanding Services for building Conversational Agents},\n booktitle = {Proceedings of the Tenth International Workshop on Spoken Dialogue Systems Technology (IWSDS)},\n month = {April},\n year = {2019},\n address = {Ortigia, Siracusa (SR), Italy},\n publisher = {Springer},\n pages = {xxx--xxx},\n url = {http://www.xx.xx/xx/}\n}\n", "homepage": "https://github.com/xliuhw/NLU-Evaluation-Data", "license": "Creative Commons Attribution 4.0 International License (CC BY 4.0)", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "scenario": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 68, "names": ["alarm_query", "alarm_remove", "alarm_set", "audio_volume_down", "audio_volume_mute", "audio_volume_other", "audio_volume_up", "calendar_query", "calendar_remove", "calendar_set", "cooking_query", "cooking_recipe", "datetime_convert", "datetime_query", "email_addcontact", "email_query", "email_querycontact", "email_sendemail", "general_affirm", "general_commandstop", "general_confirm", "general_dontcare", "general_explain", "general_greet", "general_joke", "general_negate", "general_praise", "general_quirky", "general_repeat", "iot_cleaning", "iot_coffee", "iot_hue_lightchange", "iot_hue_lightdim", "iot_hue_lightoff", "iot_hue_lighton", "iot_hue_lightup", "iot_wemo_off", "iot_wemo_on", "lists_createoradd", "lists_query", "lists_remove", "music_dislikeness", "music_likeness", "music_query", "music_settings", "news_query", "play_audiobook", "play_game", "play_music", "play_podcasts", "play_radio", "qa_currency", "qa_definition", "qa_factoid", "qa_maths", "qa_stock", "recommendation_events", "recommendation_locations", "recommendation_movies", "social_post", "social_query", "takeaway_order", "takeaway_query", "transport_query", "transport_taxi", "transport_ticket", "transport_traffic", "weather_query"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "post_processed": {"features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "scenario": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 68, "names": ["alarm_query", "alarm_remove", "alarm_set", "audio_volume_down", "audio_volume_mute", "audio_volume_other", "audio_volume_up", "calendar_query", "calendar_remove", "calendar_set", "cooking_query", "cooking_recipe", "datetime_convert", "datetime_query", "email_addcontact", "email_query", "email_querycontact", "email_sendemail", "general_affirm", "general_commandstop", "general_confirm", "general_dontcare", "general_explain", "general_greet", "general_joke", "general_negate", "general_praise", "general_quirky", "general_repeat", "iot_cleaning", "iot_coffee", "iot_hue_lightchange", "iot_hue_lightdim", "iot_hue_lightoff", "iot_hue_lighton", "iot_hue_lightup", "iot_wemo_off", "iot_wemo_on", "lists_createoradd", "lists_query", "lists_remove", "music_dislikeness", "music_likeness", "music_query", "music_settings", "news_query", "play_audiobook", "play_game", "play_music", "play_podcasts", "play_radio", "qa_currency", "qa_definition", "qa_factoid", "qa_maths", "qa_stock", "recommendation_events", "recommendation_locations", "recommendation_movies", "social_post", "social_query", "takeaway_order", "takeaway_query", "transport_query", "transport_taxi", "transport_ticket", "transport_traffic", "weather_query"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "resources_checksums": {"train": {}}}, "supervised_keys": null, "builder_name": "nlu_evaluation_data", "config_name": "default", "version": {"version_str": "1.1.0", "description": null, "major": 1, "minor": 1, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1447941, "num_examples": 25715, "dataset_name": "nlu_evaluation_data"}}, "download_checksums": {"https://raw.githubusercontent.com/xliuhw/NLU-Evaluation-Data/master/AnnotatedData/NLU-Data-Home-Domain-Annotated-All.csv": {"num_bytes": 5867439, "checksum": "5f6dbf6d38fc111217924945ac59c554e0b926d5aa836ecdd0d089d2ca48e1d9"}}, "download_size": 5867439, "post_processing_size": 0, "dataset_size": 1447941, "size_in_bytes": 7315380}}