ParlAI: A Dialog Research Software Platform| MENAFN.COM

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ParlAI: A Dialog Research Software Platform


(MENAFNEditorial) iCrowdNewswire - Aug 19, 2017

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We introduce ParlAI (pronounced "par-lay"), an open-source software platform for dialog research implemented in Python, available atIts goal is to provide a unified framework for sharing, training and testing of dialog models, integration of Amazon Mechanical Turk for data collection, human evaluation, and online/reinforcement learning; and a repository of machine learning models for comparing with others' models, and improving upon existing architectures. Over 20 tasks are supported in the first release, including popular datasets such as SQuAD, bAbI tasks, MCTest, WikiQA, QACNN, QADailyMail, CBT, bAbI Dialog, Ubuntu, OpenSubtitles and VQA. Several models are integrated, including neural models such as memory networks, seq2seq and attentive LSTMs.

Contact Information:

Alexander H. Miller,Jason Weston

MENAFN1908201700703403ID1095750040


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