Learning parse and translation decisions from examples with rich context Export

@inproceedings{citeulike:6088504, abstract = {We present a knowledge and context-based system for parsing and translating natural language and evaluate it on sentences from the Wall Street Journal. Applying machine learning techniques, the system uses parse action examples acquired under supervision to generate a deterministic shift-reduce parser in the form of a decision structure. It relies heavily on context, as encoded in features which describe the morphological, syntactic, semantic and other aspects of a given parse state.}, address = {Morristown, NJ, USA}, author = {Hermjakob, Ulf and Mooney, Raymond J.}, booktitle = {ACL-35: Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics}, citeulike-article-id = {6088504}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=979679}, citeulike-linkout-1 = {http://dx.doi.org/10.3115/976909.979679}, doi = {10.3115/976909.979679}, keywords = {context-parser, dependency\_grammar, parsing, question-answering}, location = {Madrid, Spain}, pages = {482--489}, posted-at = {2009-11-09 14:37:42}, priority = {3}, publisher = {Association for Computational Linguistics}, title = {Learning parse and translation decisions from examples with rich context}, url = {http://dx.doi.org/10.3115/976909.979679}, year = {1997} }

TY - CONF ID - citeulike:6088504 L3 - citeulike-article-id:6088504 N2 - We present a knowledge and context-based system for parsing and translating natural language and evaluate it on sentences from the Wall Street Journal. Applying machine learning techniques, the system uses parse action examples acquired under supervision to generate a deterministic shift-reduce parser in the form of a decision structure. It relies heavily on context, as encoded in features which describe the morphological, syntactic, semantic and other aspects of a given parse state. CY - Madrid, Spain AD - Morristown, NJ, USA EP - 489 TI - Learning parse and translation decisions from examples with rich context PB - Association for Computational Linguistics T2 - ACL-35: Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics SP - 482 KW - context-parser KW - dependency_grammar KW - parsing KW - question-answering AU - Hermjakob, Ulf AU - Mooney, Raymond PY - 1997/// UR - http://dx.doi.org/10.3115/976909.979679 ER -