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""" |
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Copyright (c) 2023, salesforce.com, inc. |
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All rights reserved. |
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SPDX-License-Identifier: Apache License 2.0 |
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For full license text, see the LICENSE file in the repo root or https://www.apache.org/licenses/LICENSE-2.0 |
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""" |
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import sys, os |
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import random |
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templates = [ |
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"This is a bot helping users to _____. Given the dialog context and external database, please generate a relevant system response for the user.", |
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"This bot assists users to _____. Based on the dialogue context and information from the external database, please generate an appropriate response for the user.", |
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"This bot helps users to _____. Provide a suitable response to the user, keeping in mind the conversation history and accessible external data.", |
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"The purpose of this bot is to assist users to _____. Considering the dialogue context and the information available in the external knowledge, please provide a fitting response for the user.", |
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"This bot is designed to help users _____. By utilizing the current dialog context and external resources, generate an appropriate response for the user." |
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] |
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mapping = { |
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"ABCD":{ |
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"product_defect": "solve issues about refunds and returns", |
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"storewide_query": "find answers to FAQ questions about pricing, timing, membership or features", |
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"shipping_issue": "check out update a shipment of an item", |
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"subscription_inquiry": "updates premium subscription", |
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"account_access": "manage account access information", |
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"troubleshoot_site": "solve website-related issues", |
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"single_item_query": "find answers to FAQ questions about clothes", |
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"order_issue": "get status of an order or change an order", |
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"purchase_dispute": "dispute a purchase", |
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"manage_account": "manage account profile", |
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}, |
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"AirDialogue":{ |
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"flight": "book a flight ticket", |
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}, |
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"BiTOD":{ |
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"restaurants": "find and book a restaurant", |
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"attractions": "find a tourist attraction", |
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"HKMTR": "find a metro line", |
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"weathers": "search weather information", |
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"hotels": "find and book a hotel", |
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}, |
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"CaSiNo":{ |
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"negotiate": "take the role of campsite neighbors and negotiate for food, water, and firewood" |
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}, |
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"CraigslistBargains":{ |
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"bargain": "bargain for goods" |
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}, |
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"DSTC2-Clean":{ |
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"restaurant": "find a restaurant" |
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}, |
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"FRAMES":{ |
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"trip": "book a trip" |
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}, |
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"KVRET":{ |
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"schedule":"manage a calendar", |
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"weather":"find weather information", |
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"navigate":"get navigation", |
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}, |
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"WOZ2_0":{ |
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"restaurant":"find a restaurant", |
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}, |
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"SGD":{ |
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"alarm": "manage alarms", |
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"banks": "manage bank accounts", |
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"buses": "book a bus journey", |
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"events": "book an event ticket", |
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"flights": "book a flight ticket", |
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"homes": "find an apartment or schedule an apartment viewing", |
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"hotels": "book a hotel", |
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"media": "rent a movie to watch", |
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"music": "find a song", |
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"rentalcars": "rent a car", |
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"restaurants": "book a restaurant", |
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"ridesharing": "book a ride", |
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"services": "reserve a therapist, dentists, doctor or hair stylist", |
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"travel": "find a tourist attraction", |
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"weather": "get weather information", |
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"messaging": "connect and share locations", |
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"movies": "book a movie ticket", |
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"payment": "manage a payment", |
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"trains": "book a train journey", |
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"calendar": "manage a calendar", |
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}, |
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"MetaLWOZ":{ |
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"update_calendar": "schedule meetings on a calendar", |
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"order_pizza": "order a pizza", |
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"movie_listings": "get movie information", |
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"event_reserve": "make reservations for events", |
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"weather_check": "get weather information", |
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"update_contact": "update cell phone contacts", |
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"make_restaurant_reservations": "reserve a restaurant", |
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"edit_playlist": "manage music playlists", |
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"look_up_info": "fetch information from the internet", |
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"shopping": "order products from website", |
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"store_details": "get information about stores and businesses", |
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"sports_info": "get sports information", |
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"quote_of_the_day_bot": "get a quote of the day", |
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"how_to_basic": "get instructions for basic tasks", |
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"prompt_generator": "get creative prompts", |
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"library_request": "get library information", |
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"bank_bot": "manage bank accounts", |
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"restaurant_picker": "find a restaurant", |
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"phone_plan_bot": "get mobile phone service", |
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"name_suggester": "get names for things", |
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"city_info": "get facts about different cities", |
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"music_suggester": "get music suggestions", |
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"agreement_bot": "get agreements", |
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"pet_advice": "get pet advice", |
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"apartment_finder": "find an apartment", |
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"guiness_check": "get world records", |
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"geography": "get to know where countries are", |
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"alarm_set": "manage alarms", |
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"contact_manager": "manage the user's contacts", |
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"phone_settings": "manage the user's phone's settings", |
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"appointment_reminder": "confirm their appointments", |
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"home_bot": "manage the user's home", |
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"policy_bot": "get information about a company's policies", |
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"decider_bot": "make decisions for the user", |
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"catalogue_bot": "search a catalogue", |
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"ski_bot": "book skiing trips", |
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"bus_schedule_bot": "manage public transit schedules", |
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"insurance": "get insurance information", |
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"what_is_it": "remember what a thing is.", |
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"auto_sort": "sort things", |
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"scam_lookup": "get about various scams", |
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"time_zone": "get information about time zones", |
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"play_times": "schedule shows during a theatre festival", |
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"game_rules": "know the rules for games", |
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"wedding_planner": "plan weddings", |
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"check_status": "check the status of things", |
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"present_ideas": "get advice on gift giving", |
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"booking_flight": "book a flight ticket", |
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"hotel_reserve": "book rooms in a hotel", |
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"vacation_ideas": "plan for vacations and trips", |
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"tourism": "get tourism related advices" |
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}, |
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"STAR":{ |
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"apartment": "find an apartment or schedule an apartment viewing", |
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"bank": "manage bank accounts", |
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"doctor": "make an appointment with a doctor", |
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"hotel": "book a hotel", |
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"meeting": "schedule a meeting", |
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"party": "plan a party", |
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"plane": "book a flight ticket", |
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"restaurant": "reserve a restaurant", |
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"ride": "book a ride", |
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"spaceship": "solve issues with a spaceship", |
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"trip": "get navigation", |
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"trivia": "plan a game of trivia", |
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"weather": "get weather information", |
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}, |
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"Taskmaster1":{ |
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"restaurant": "reserve a restaurant", |
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"movie": "book a movie ticket", |
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"pizza": "order a pizza", |
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"coffee": "order coffee drinks", |
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"auto": "make appointment for auto repair", |
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"uber": "book a uber ride", |
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}, |
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"Taskmaster2":{ |
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"flights": "book a flight ticket", |
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"food-ordering": "make a take-out order", |
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"hotels":"find a hotel", |
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"movies":"find a movie to watch", |
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"music": "find music tracks", |
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"restaurant-search": "find a restaurant", |
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"sports": "get sports information", |
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}, |
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"Taskmaster3":{ |
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"movie": "book a movie ticket", |
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}, |
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"SimJointMovie":{ |
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"movie": "book a movie ticket", |
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}, |
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"SimJointRestaurant":{ |
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"restaurant": "reserve a restaurant", |
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}, |
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"SimJointGEN":{ |
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"movie": "book a movie ticket", |
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}, |
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"MulDoGO":{ |
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"airline": "book a flight ticket", |
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"fastfood": "order fast food", |
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"finance": "manage bank accounts", |
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"insurance": "get insurance information", |
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"media": "order a media service", |
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"software": "get software service information", |
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}, |
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"MS-DC":{ |
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"restaurant": "reserve a restaurant", |
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"taxi": "book a taxi", |
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"movie": "book a movie ticket", |
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}, |
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"SalesBot":{ |
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"GetTimesForMovie": "get information for a movie", |
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"LookupSong": "find a song", |
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"FindMovies": "find a movie to watch", |
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"LookupMusic": "find and play a song", |
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"PlaySong": "play a song", |
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"FindAttractions": "find a tourist attraction", |
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}, |
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"MuDoCo":{ |
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"calling": "make a call", |
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"messaging": "send or read messages", |
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"music": "find a song", |
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"news": "get news information", |
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"reminders": "modify a reminder", |
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"weather": "get weather information", |
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}, |
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"MULTIWOZ2_2":{ |
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"restaurant": "find a restaurant", |
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"hotel": "find a hotel", |
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"attraction": "find an attraction", |
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"train": "book a train ticket", |
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"taxi": "find a taxi", |
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"hospital": "find a hospital", |
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"police": "find a police station", |
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"bus": "find a bus", |
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}, |
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} |
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def generate_prompt(data_name, domains, num_sample=1): |
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""" |
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Including all 5 types of prompt and output a list |
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""" |
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descriptions = [mapping[data_name][domain] for domain in domains] |
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if len(descriptions) == 1: |
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description_str = descriptions[0] |
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elif len(descriptions) == 2: |
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description_str = " and ".join(descriptions) |
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elif len(descriptions) == 0: |
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description_str = "complete specified tasks" |
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else: |
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description_str = "complete multiple tasks, e.g. " + ", ".join(descriptions[:-1]) + ", and " + descriptions[-1] |
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return [sampled_template.replace("_____", description_str) for sampled_template in templates] |