ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format

Understand

Task-oriented dialogue (TOD) systems function as digital assistants, guiding users through various tasks such as booking flights or finding restaurants.

• Existing toolkits for building TOD systems often fall short of in delivering comprehensive arrays of data, models, and experimental environments with a user-friendly experience.
• We introduce ConvLab-3: a multifaceted dialogue system toolkit crafted to bridge this gap.
• Our unified data format simplifies the integration of diverse datasets and models, significantly reducing complexity and cost for studying generalization and transfer.