ParlAI Alternatives
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
Best ParlAI Alternatives for Web
Looking for other ParlAI-like programs? We've rounded up our favorites ParlAI alternatives. Try any one of these fan favorites to see if they'll support your system and meet your specific needs.
Rasa Core
FreeOpen SourceWebSelf-HostedRasa Core: Throw Away Your State Machine and Use Machine Learning For Dialogue Management Manage your dialogue with machine learning and let it improve with every...
Features:
- Bots
- Machine Learning
ParlAI Reviews
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