- From: Gregg Vanderheiden <gv@trace.wisc.edu>
- Date: Tue, 9 Dec 2003 09:13:57 -0600
- To: <w3c-wai-gl@w3.org>
- Message-ID: <006d01c3be67$1114ca70$c517a8c0@USD320002X>
* "Software Paraphrases Sentences" Technology Research News (12/10/03); Patch, Kimberly Cornell University researchers are developing computer programs that can automatically paraphrase sentences, a capability that could prove useful in machine translation, technologies to help disabled people, and computer processing of natural language. The technique borrows from computational biology and was applied to online journalism. The researchers gathered stories about an ongoing news topic covered by Reuters and Agence France-Presse, in this case Middle East violence, and used that body of work as source to paraphrase. MIT researcher Regina Barzilay, who recently worked on the Cornell project, says sentence patterns were found, as well as key facts and arguments; these basic elements are similar to the evolutionary traces common between genes, and are deduced using the same techniques used in computational biology. The software program also uncovered journalistic bias as it sometimes paraphrased "suicide bomber" as "Palestinian suicide bomber," and assumed people killed were Israelis. Barzilay says the difficult part of developing the program lay in determining which variances between reports are due to different subjects entirely and which are due to paraphrasing. The paraphrase software is part of the Columbia News Blaster project, which aims to automatically summarize news reported online without human aid, and the next step is to paraphrase entire documents instead of just sentences. Eventually, the software will be able to paraphrase language in ways easily understandable to humans, and likewise understand what humans write or say. The Cornell researchers' project was underwritten by the Sloan Foundation and the National Science Foundation. http://www.trnmag.com/Stories/2003/120303/Software_paraphrases_sentences_120 303.html
Received on Tuesday, 9 December 2003 10:20:17 UTC