Building a Graph of Names and Contextual Patterns for Named Entity Classification Export

@incollection{citeulike:5293902, abstract = {An algorithm that bootstraps the acquisition of large dictionaries of entity types (names) and pattern types from a few seeds and a large unannotated corpora is presented. The algorithm iteratively builds a bigraph of entities and collocated patterns by querying the text. Several classes simultaneously compete to label the entity types. Different experiments have been carried to acquire resources from a 1GB corpus of Spanish news. The usefulness of the acquired list of entity types for the task of Name Classification has also been evaluated with good results for a weakly supervised method.}, author = {de Pablo-S\'{a}nchez, C\'{e}sar and Mart\'{\i}nez, Paloma}, citeulike-article-id = {5293902}, citeulike-linkout-0 = {http://dx.doi.org/10.1007/978-3-642-00958-7_47}, citeulike-linkout-1 = {http://www.springerlink.com/content/j16613218n11p808}, doi = {10.1007/978-3-642-00958-7_47}, journal = {Advances in Information Retrieval}, keywords = {bootstrapping, named-entities, named-entity-classification}, pages = {530--537}, posted-at = {2009-07-28 18:27:26}, priority = {3}, title = {Building a Graph of Names and Contextual Patterns for Named Entity Classification}, url = {http://dx.doi.org/10.1007/978-3-642-00958-7_47}, year = {2009} }

TY - CHAP ID - citeulike:5293902 L3 - citeulike-article-id:5293902 N2 - An algorithm that bootstraps the acquisition of large dictionaries of entity types (names) and pattern types from a few seeds and a large unannotated corpora is presented. The algorithm iteratively builds a bigraph of entities and collocated patterns by querying the text. Several classes simultaneously compete to label the entity types. Different experiments have been carried to acquire resources from a 1GB corpus of Spanish news. The usefulness of the acquired list of entity types for the task of Name Classification has also been evaluated with good results for a weakly supervised method. JF - Advances in Information Retrieval EP - 537 TI - Building a Graph of Names and Contextual Patterns for Named Entity Classification SP - 530 KW - bootstrapping KW - named-entities KW - named-entity-classification AU - de Pablo-Sánchez, César AU - Martínez, Paloma PY - 2009/// UR - http://dx.doi.org/10.1007/978-3-642-00958-7_47 ER -