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ParlAI

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About

ParlAI is a comprehensive Python framework designed for researchers to share, train, and evaluate dialogue models. It aggregates over 100 popular datasets, ranging from open-domain chitchat to visual question answering, all accessible via a consistent API. It includes a variety of reference models, including retrieval baselines and Transformers, and features seamless integration with Amazon Mechanical Turk for data collection and human evaluation. Users can quickly get started by running specified pip installation commands and leveraging detailed examples for various tasks, from training models to evaluating baseline performances. ParlAI is maintained by a dedicated core team and is open for community contributions, encouraging researchers to develop new agents and methodologies for conversational AI.

Platform

Keywords

machine learning ai training dialogue model evaluation datasets

Task

dialogue models

Features

• integration with amazon mechanical turk

• unified platform for dialogue models

• access to 100+ datasets

• wide set of reference models

• supports multimodal tasks

• pretrained model zoo

• interactive tutorial

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