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Smart Replies appear as chips underneath a previously received message and just above the text field.
ANDROID MESSAGES SMART REPLY ANDROID
As such, Smart Reply coming only to Android Messages makes sense, but will definitely inconvenience some Project Fi users. It also gets more frequent updates given that Hangouts is transitioning to an enterprise messaging service in the near future. The latter is Google’s official SMS and RCS client that is increasingly being preloaded by many Android OEMs, most recently Huawei. Today, the feature is rolling out to Project Fi subscribers who use Android Messages.Ĭurrently, Project Fi subscribers can either use Hangouts or Android Messages as their default SMS app. It previously only supported Android Messages, but now appears to work with Telegram, WhatsApp, and Google Messages.Found in Allo, Gmail, and Inbox, Smart Reply is a convenient time saver that suggests responses based on the context of a conversation. “Ideally, suggestions would only be displayed when it is likely that the creator would reply to the comment and when the model has a high chance of providing a sensible and specific response.”Ĭoinciding with the debut of SmartReply for YouTube, Google this week reportedly began rolling out an updated version of Smart Compose, an AI-powered feature that suggests words that might follow what you’ve typed, to Gboard in beta. Consequently, it is important that we continuously improve comments for this global audience, and SmartReply represents a strong step in this direction,” Al-Rfou continued. “YouTube is a global product with a diverse user base that generates heterogeneous content. While the model has been made available for English and Spanish, the flexibility inherent in this approach will allow it to be expanded to additional languages in the future, Google says. Moreover, having a single model simplified the logistics of maintenance and updates. That allowed the support of mixed-language usage in the comments and enabled the model to leverage the learning of common elements in one language for understanding another, such as emoji and numbers. Rather than train a separate AI model for each language, Google opted to devise a single cross-lingual model for all supported languages.
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For the YouTube-tailored SmartReply, engineers at the company found the same ends could be achieved with a system that searches through a predefined list of suggestions for the most appropriate response. Despite the expressivity of this approach, it was computationally expensive, according to Google. The initial release of SmartReply for Inbox encoded input emails word-by-word with an AI system called a recurrent neural network before decoding potential replies with another word-level network.
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In comparison with emails, for example, which tend to be long and dominated by formal language, YouTube comments contain examples of language switching, abbreviated words, slang, inconsistent punctuation usage, and emoji.
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Google says this latest SmartReply launch, which follows rollouts in the (now-defunct) Inbox, Gmail, Android Messages, Android Wear, and the Play Developer Console, required significant retooling.