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