Text Chunking Using Transformation-Based Learning

@inproceedings{citeulike:176907, abstract = {Eric Brill introduced transformation-based learning and showed that it can do part-ofspeech tagging with fairly high accuracy. The same method can be applied at a higher level of textual interpretation for locating chunks in the tagged text, including non-recursive \"baseNP\" chunks. For this purpose, it is convenient to view chunking as a tagging problem by encoding the chunk structure in new tags attached to each word. In automatic tests using Treebank-derived data, this technique achieved ...}, address = {Somerset, New Jersey}, author = {Ramshaw, Lance and Marcus, Mitch}, booktitle = {Proceedings of the Third Workshop on Very Large Corpora}, citeulike-article-id = {176907}, editor = {Yarovsky, David and Church, Kenneth}, keywords = {bio, chunking, tbl}, pages = {82--94}, posted-at = {2007-02-25 23:42:57}, priority = {0}, publisher = {Association for Computational Linguistics}, title = {Text Chunking Using Transformation-Based Learning}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.14.2239}, year = {1995} }

TY - CONF ID - citeulike:176907 L3 - citeulike-article-id:176907 N2 - Eric Brill introduced transformation-based learning and showed that it can do part-ofspeech tagging with fairly high accuracy. The same method can be applied at a higher level of textual interpretation for locating chunks in the tagged text, including non-recursive "baseNP" chunks. For this purpose, it is convenient to view chunking as a tagging problem by encoding the chunk structure in new tags attached to each word. In automatic tests using Treebank-derived data, this technique achieved ... AD - Somerset, New Jersey EP - 94 TI - Text Chunking Using Transformation-Based Learning PB - Association for Computational Linguistics T2 - Proceedings of the Third Workshop on Very Large Corpora SP - 82 KW - bio KW - chunking KW - tbl AU - Ramshaw, Lance AU - Marcus, Mitch A2 - Yarovsky, David A2 - Church, Kenneth PY - 1995/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.14.2239 ER -