Microsoft’s AI Generates To-Do Lists from Emails

Microsoft's AI Generates To-Do Lists from Emails
Microsoft’s AI analysis crew has collaborated with researchers from the University of Washington to develop a novel sensible to-do characteristic that routinely generates to-do lists from emails.

As easy as that sounds, this method would assist folks streamline their workflow and decrease the efforts taken to place all duties and deadlines collectively to maintain observe of them in a extra environment friendly method.

For occasion, say you’ve despatched an e mail to your coworker or information proposing a deadline for submitting a challenge. The AI will routinely detect the occasion out of your e mail and create a to-do entry similar to the context. This means it is possible for you to to take a peek at this auto-generated to-do listing and know when a deadline is creeping up on you.

As per the analysis paper of the challenge noticed first by The Next Web, the researchers have developed a two-stage framework based mostly on neural textual content technology and sequence-to-sequence studying. The dataset for the challenge was created based mostly on the Avocado e mail corpus.

The course of includes figuring out the duty sentence (question), related sentences within the e mail that helps and offers extra particulars in regards to the question, and timelines. The process sentence is recognized utilizing a dedication classifier and the researchers then used an unsupervised extractive algorithm. They are mixed utilizing a sequence-to-sequence structure constructed with deep neural networks. Take a take a look at the flowchart beneath for a greater understanding.

microsoft smart to-do flowchart
Image: Microsoft

Based on preliminary experiments, the researchers say their mannequin performs at par with human efficiency whereas writing To-do lists, which sounds actually promising. The researchers will current the paper on the annual convention of the Association for Computational Linguistics (ACL 2020), which shall be held on-line from July 5 to 10 because of the coronavirus pandemic. Let’s wait and see if our e mail shoppers will be capable of supply an vital characteristic, like automated to-do listing creation, within the coming years.

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