ParlAI

A python framework for sharing, training and testing dialogue models, from open-domain chitchat to VQA

Free • Open Source
Self-Hosted

What is ParlAI?

ParlAI (pronounced “par-lay”) is a python framework for sharing, training and testing dialogue models, from open-domain chitchat to VQA (Visual Question Answering).

Its goal is to provide researchers:

70+ popular datasets available all in one place, with the same API, among them SQuAD, MS MARCO, QuAC, HotpotQA, QACNN & QADailyMail, CBT, BookTest, bAbI Dialogue tasks, Ubuntu Dialogue, PersonaChat, OpenSubtitles, Wizard of Wikipedia, VQA-COCO2014, VisDial and CLEVR. See the complete list here a wide set of reference models -- from retrieval baselines to transformers. a large zoo of pretrained models ready to use off-the-shelf seamless integration of Amazon Mechanical Turk for data collection and human evaluation integration with Facebook Messenger to connect agents with humans in a chat interface a large range of helpers to create your own agents and train on several tasks with multitasking multimodality, some tasks use text and images

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ParlAI information

Developed byParlAI Core Team
LicensingOpen Source (MIT) and Free product.
Written in
Python
Alternatives7 alternatives listed

Supported Languages

English

GitHub repository

10,294 Stars
2,083 Forks
51 Open Issues
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ParlAI was added to AlternativeTo by Ian Dorfman on and this page was last updated .

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Recent user activities on ParlAI

Ian Dorfman added ParlAI as alternative(s) to Virtual Human Toolkit
ago
Ian Dorfman added ParlAI as alternative(s) to Plato Research Dialogue System
ago
Ian Dorfman added ParlAI
ago