论文标题
智能待办事项：从电子邮件中自动生成待办事项项目
Smart To-Do : Automatic Generation of To-Do Items from Emails
论文作者
论文摘要
电子邮件服务应用程序中的智能功能旨在通过帮助人们组织文件夹，撰写电子邮件并响应未决的任务来提高生产率。在这项工作中，我们探索了一个新的应用程序，即智能操作，该应用程序可以帮助用户通过电子邮件进行任务管理。我们介绍了一个新任务和数据集，以自动从发送者承诺执行操作的电子邮件中自动生成待办事项项目。我们设计了一个两阶段的过程，利用了神经文本生成和序列学习的最新进展，以获得0:23和0:63的BLEU和ROUGE分数。据我们所知，这是解决电子邮件中撰写待办事项项目的第一项工作。
Intelligent features in email service applications aim to increase productivity by helping people organize their folders, compose their emails and respond to pending tasks. In this work, we explore a new application, Smart-To-Do, that helps users with task management over emails. We introduce a new task and dataset for automatically generating To-Do items from emails where the sender has promised to perform an action. We design a two-stage process leveraging recent advances in neural text generation and sequence-to-sequence learning, obtaining BLEU and ROUGE scores of 0:23 and 0:63 for this task. To the best of our knowledge, this is the first work to address the problem of composing To-Do items from emails.
