Model: ConvLab/t5-small-dst-multiwoz21_sgd_tm1_tm2_tm3
Author: ConvLab
Library: transformers
Tags: transformers, pytorch, t5, text2text-generation, t5-small, dialog state tracking, conversational system, task-oriented dialog, en, dataset:ConvLab/multiwoz21, dataset:ConvLab/sgd, dataset:ConvLab/tm1, dataset:ConvLab/tm2, dataset:ConvLab/tm3, license:apache-2.0, text-generation-inference, endpoints_compatible, region:us
Card metadata: language: en
license: apache-2.0
tags: t5-small, text2text-generation, dialog state tracking, conversational system, task-oriented dialog
datasets: ConvLab/multiwoz21, ConvLab/sgd, ConvLab/tm1, ConvLab/tm2, ConvLab/tm3
metrics: Joint Goal Accuracy, Slot F1
widget: text: multiwoz21: user: I would like a taxi from Saint John's college to Pizza Hut Fen Ditton.
system: What time do you want to leave and what time do you want to arrive by?
user: I want to leave after 17:15.
example_title: MultiWOZ 2.1, text: sgd: user: Hi, could you get me a restaurant booking on the 8th please?
system: Any preference on the restaurant, location and time?
user: Could you get me a reservation at P.f. Chang's in Corte Madera at afternoon 12?
example_title: Schema-Guided Dialog, text: tm1: user: Hi there, could you please help me with an order of Pizza?
system: Sure, where would you like to order you pizza from?
user: I would like to order a pizza from Domino's.
example_title: Taskmaster-1, text: tm2: user: I need help finding a hotel in New Orleans.
system: Okay.
user: I need something that's around $300 a night and it's a five star rating.
example_title: Taskmaster-2, text: tm3: user: Hi, I'm hoping to see a movie tonight.
system: Great, I can assist with that. What genre of film do you prefer.
user: I usually like comedies.
example_title: Taskmaster-3
inference: parameters: max_length: 100
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Created: 2022-11-25 08:12:50