{ "_about": "Hand-written questions and class definitions of the s5 zero-shot evaluation sets. Frozen by docs/s5-prereg.md (its sha256 is recorded there); identical for every model (A, A', B and the baselines). `positive` names the gold label that makes a noul question true.", "sets": [ { "set": "amazonpolarity", "source": "btzsc/btzsc amazonpolarity (test)", "license": "Apache-2.0", "lang": "en", "t": "choice", "ins": "What is the overall sentiment of this product review?", "classes": { "negative": "The reviewer is dissatisfied: the product disappointed, failed or was not worth it.", "positive": "The reviewer is satisfied: the product met or exceeded expectations." } }, { "set": "yahootopics", "source": "btzsc/btzsc yahootopics (test)", "license": "unverified (reported only if confirmed)", "lang": "en", "t": "choice", "ins": "What is the topic of this question from a Q&A forum?", "classes": { "Society & Culture": "Religion, traditions, customs, ethics, language or social life.", "Science & Mathematics": "Natural sciences, mathematics, astronomy or how the physical world works.", "Health": "The body, illnesses, medicine, diet, fitness or mental health.", "Education & Reference": "School, studying, homework, exams, definitions or general reference facts.", "Computers & Internet": "Computers, software, devices, programming or using the internet.", "Sports": "Sports, games of competition, athletes, teams or matches.", "Business & Finance": "Money, jobs, companies, investing, taxes or the economy.", "Entertainment & Music": "Films, television, music, celebrities, books or games for fun.", "Family & Relationships": "Dating, marriage, friendship, parenting or family life.", "Politics & Government": "Governments, laws, elections, politicians, wars or public policy." } }, { "set": "wikitoxic_insult", "source": "btzsc/btzsc wikitoxic_insult (test)", "license": "CC0-1.0", "lang": "en", "t": "noul", "ins": "This Wikipedia talk-page comment insults someone.", "false": "The comment insults no one, even if it disagrees.", "true": "The comment insults a person or a group.", "positive": "insult" }, { "set": "wikitoxic_obscene", "source": "btzsc/btzsc wikitoxic_obscene (test)", "license": "CC0-1.0", "lang": "en", "t": "noul", "ins": "This Wikipedia talk-page comment uses obscene language.", "false": "The wording stays clean.", "true": "The comment contains obscene or vulgar words.", "positive": "obscene" }, { "set": "wikitoxic_threat", "source": "btzsc/btzsc wikitoxic_threat (test)", "license": "CC0-1.0", "lang": "en", "t": "noul", "ins": "This Wikipedia talk-page comment threatens someone.", "false": "Nobody is threatened.", "true": "The comment threatens harm to a person or a group.", "positive": "threat" }, { "set": "wikitoxic_toxicaggregated", "source": "btzsc/btzsc wikitoxic_toxicaggregated (test)", "license": "CC0-1.0", "lang": "en", "t": "noul", "ins": "This Wikipedia talk-page comment is toxic.", "false": "The comment is civil, even if critical.", "true": "The comment is rude, hateful or abusive.", "positive": "toxicaggregated" }, { "set": "biasframes_offensive", "source": "btzsc/btzsc biasframes_offensive (test)", "license": "CC-BY-4.0", "lang": "en", "t": "noul", "ins": "This post could be considered offensive.", "false": "Most readers would not find the post offensive or disrespectful.", "true": "The post is offensive, disrespectful or toxic towards someone.", "positive": "offensive" }, { "set": "biasframes_sex", "source": "btzsc/btzsc biasframes_sex (test)", "license": "CC-BY-4.0", "lang": "en", "t": "noul", "ins": "This post alludes to sexual content.", "false": "Nothing in the post refers to sex.", "true": "The post makes sexual references or allusions.", "positive": "sex" }, { "set": "biasframes_intent", "source": "btzsc/btzsc biasframes_intent (test)", "license": "CC-BY-4.0", "lang": "en", "t": "noul", "ins": "The author of this post intends to be offensive.", "false": "Any offence would be unintended: the author does not mean to hurt.", "true": "The author deliberately means to offend or disrespect.", "positive": "intent" }, { "set": "sib200_fr", "source": "Davlan/sib200 fra_Latn (test)", "license": "CC-BY-SA-4.0", "lang": "fr", "t": "choice", "ins": "Quel est le thème de cette phrase ?", "classes": { "science/technology": "Les sciences, la nature, la recherche ou la technologie.", "travel": "Les voyages, le tourisme, les destinations ou les transports.", "politics": "La politique, les gouvernements, les élections ou les relations internationales.", "sports": "Le sport, les compétitions, les athlètes ou les équipes.", "health": "La santé, les maladies, la médecine ou le corps humain.", "entertainment": "Les loisirs, les spectacles, la musique, le cinéma ou les célébrités.", "geography": "La géographie, les pays, les paysages, les climats ou les lieux." } }, { "set": "sib200_en", "source": "Davlan/sib200 eng_Latn (test)", "license": "CC-BY-SA-4.0", "lang": "en", "t": "choice", "ins": "What is the topic of this sentence?", "classes": { "science/technology": "Science, nature, research or technology.", "travel": "Travel, tourism, destinations or transport.", "politics": "Politics, governments, elections or international relations.", "sports": "Sport, competitions, athletes or teams.", "health": "Health, illness, medicine or the human body.", "entertainment": "Leisure, shows, music, cinema or celebrities.", "geography": "Geography, countries, landscapes, climates or places." } }, { "set": "hwu64", "source": "DeepPavlov/hwu64 (test)", "license": "CC-BY-4.0 (upstream NLU-Evaluation-Data)", "lang": "en", "t": "choice", "ins": "What does the user want the voice assistant to do?", "classes": { "alarm_query": "Asks which alarms are set or when one will ring.", "alarm_remove": "Wants an alarm cancelled or deleted.", "alarm_set": "Wants a new alarm or wake-up call set.", "audio_volume_down": "Wants the sound turned down.", "audio_volume_mute": "Wants the sound muted or the device silent.", "audio_volume_up": "Wants the sound turned up.", "calendar_query": "Asks what is on the calendar or when an event is.", "calendar_remove": "Wants an event or meeting removed from the calendar.", "calendar_set": "Wants an event, meeting or reminder added to the calendar.", "cooking_recipe": "Asks for a recipe or how to cook something.", "datetime_convert": "Wants a time converted between time zones or formats.", "datetime_query": "Asks for the current time, date or day.", "email_addcontact": "Wants a contact or an email address saved.", "email_query": "Asks about received emails or new messages.", "email_querycontact": "Asks for a contact's details, such as a number or address.", "email_sendemail": "Wants an email written or sent to someone.", "general_affirm": "Agrees or answers yes.", "general_commandstop": "Tells the assistant to stop what it is doing.", "general_confirm": "Asks the assistant to confirm something was done or understood.", "general_dontcare": "Says it does not matter or that any option is fine.", "general_explain": "Asks the assistant to explain or clarify what it said.", "general_joke": "Asks for a joke or something funny.", "general_negate": "Disagrees, refuses or answers no.", "general_praise": "Thanks or compliments the assistant.", "general_quirky": "Small talk or an odd request with no clear task.", "general_repeat": "Asks the assistant to say it again.", "iot_cleaning": "Wants the robot vacuum or a cleaning device started.", "iot_coffee": "Wants the coffee machine to make a coffee.", "iot_hue_lightchange": "Wants the colour of the lights changed.", "iot_hue_lightdim": "Wants the lights dimmed.", "iot_hue_lightoff": "Wants the lights switched off.", "iot_hue_lighton": "Wants the lights switched on.", "iot_hue_lightup": "Wants the lights brighter.", "iot_wemo_off": "Wants a smart plug or socket switched off.", "iot_wemo_on": "Wants a smart plug or socket switched on.", "lists_createoradd": "Wants a list created or an item added to a list.", "lists_query": "Asks what is on a list or which lists exist.", "lists_remove": "Wants an item removed from a list or a list deleted.", "music_likeness": "Says which music they like or dislike.", "music_query": "Asks what song or artist is playing.", "music_settings": "Wants a music setting changed, such as shuffle or repeat.", "news_query": "Asks for the news or headlines.", "play_audiobook": "Wants an audiobook played or resumed.", "play_game": "Wants to play a game.", "play_music": "Wants music, a song or an artist played.", "play_podcasts": "Wants a podcast played.", "play_radio": "Wants a radio station played.", "qa_currency": "Asks for an exchange rate or a currency conversion.", "qa_definition": "Asks what a word means.", "qa_factoid": "Asks a general knowledge question about a fact.", "qa_maths": "Asks for a calculation.", "qa_stock": "Asks for a stock price or market figures.", "recommendation_events": "Wants suggestions of events or things to do.", "recommendation_locations": "Wants suggestions of places such as restaurants or shops.", "recommendation_movies": "Wants film suggestions.", "social_post": "Wants something posted on social media or a complaint sent to a company.", "social_query": "Asks about updates or posts on social media.", "takeaway_order": "Wants food ordered for delivery or pickup.", "takeaway_query": "Asks about a takeaway order or which places deliver.", "transport_query": "Asks about trains, routes or travel times.", "transport_taxi": "Wants a taxi or ride booked.", "transport_ticket": "Wants a train or travel ticket booked.", "transport_traffic": "Asks about the traffic on a route.", "weather_query": "Asks about the weather or the forecast." }, "note": "s5-lite only; reported in a column 'contamination through the teachers not excluded' (their sources are not all declared). Never for s5 (MASSIVE fr is in its training and translates HWU64 / SLURP utterances)." } ] }