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by chrgy
1140 days ago
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In the age of transformers , lets ask a transformer to summarize this paper: The Unlimiformer paper is about a new way to make computer programs that can summarize really long pieces of text. Normally, when you ask a computer program to summarize something, it can only handle a certain amount of text at once. But with Unlimiformer, the program can handle as much text as you want! The way Unlimiformer works is by using a special technique called a "k-nearest-neighbor index" to help the program pay attention to the most important parts of the text. This makes it possible for the program to summarize even really long documents without losing important information. Overall, Unlimiformer is an exciting new development in natural language processing that could make it easier for computers to understand and summarize large amounts of text. |
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