Memory-Based Language Processing
Download or Read eBook Memory-Based Language Processing PDF written by Walter Daelemans and published by Cambridge University Press. This book was released on 2005-09 with total page 208 pages. Available in PDF, EPUB and Kindle.
| Author | : Walter Daelemans |
| Publisher | : Cambridge University Press |
| Total Pages | : 208 |
| Release | : 2005-09 |
| ISBN-10 | : 0521808901 |
| ISBN-13 | : 9780521808903 |
| Rating | : 4/5 (01 Downloads) |
Book Synopsis Memory-Based Language Processing by : Walter Daelemans
Book excerpt: Memory-based language processing--a machine learning and problem solving method for language technology--is based on the idea that the direct re-use of examples using analogical reasoning is more suited for solving language processing problems than the application of rules extracted from those examples. This book discusses the theory and practice of memory-based language processing, showing its comparative strengths over alternative methods of language modelling. Language is complex, with few generalizations, many sub-regularities and exceptions, and the advantage of memory-based language processing is that it does not abstract away from this valuable low-frequency information.
