Document Summarization

This demo showcases general purpose summarization methods, including a summary highlight with the sentences considered to be part of a summary, the summary itself, with sentences in both their original and compressed forms, and a list of compressed sentences in their original and compressed form, if exist.


A gunman who shot dead a uniformed officer outside the Biloxi police station remained on the run on Monday, the subject of an intense manhunt along Mississippi’s Gulf coast. It was unclear what prompted the killing of Officer Robert McKeithen, a 23-year veteran who was scheduled to retire this year. Biloxi’s police chief, John Miller, said police did not know if he was targeted, or the victim of a random act. “The animal that did this is still on the run,” Miller told reporters. “We’re going to do everything within our power to bring him to justice for Robert and his family.” Authorities say the man approached McKeithen in the station’s parking lot on Sunday night and shot him multiple times, either before or after coming inside the station.