FASTDial: Abstracting Dialogue Policies for Fast Development of Task Oriented Agents
| Autor: | Bernardo Magnini, Marco Guerini, Serra Sinem Tekiroglu |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
Flexibility (engineering)
SIMPLE (military communications protocol) business.industry Computer science Reduction (complexity) 030507 speech-language pathology & audiology 03 medical and health sciences Subject-matter expert Development (topology) Task oriented 0305 other medical science Software engineering business Abstraction (linguistics) |
| Zdroj: | ACL (3) |
| Popis: | We present a novel abstraction framework called FASTDial for designing task oriented dialogue agents, built on top of the OpenDial toolkit. This framework is meant to facilitate prototyping and development of dialogue systems from scratch also by non tech savvy especially when limited training data is available. To this end, we use a generic and simple frame-slots data-structure with pre-defined dialogue policies that allows for fast design and implementation at the price of some flexibility reduction. Moreover, it allows for minimizing programming effort and domain expert training time, by hiding away many implementation details. We provide a system demonstration screencast video in the following link: https://vimeo.com/329840716 |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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