Real-Time Web Scale Event Summarization Using Sequential Decision Making. (arXiv:1605.03664v1 [cs.CL])
We present a system based on sequential decision making for the online summarization of massive document streams, such as those found on the web. Given an event of interest (e.g. "Boston marathon bombing"), our system is able to filter the stream for relevance and produce a series of short text updates describing the event as it unfolds over time.