In principle, the design of transition-based dependency parsers makes it possible to experiment with any general-purpose classifier without other changes to the parsing algorithm. In practice, however, it often takes substantial software engineering to bridge between the different representations used by...
论文地址:https://cs.stanford.edu/~danqi/papers/emnlp2014.pdf论文名称:一种使用神经网络(三层)的精准快速的依存句法分析 特征提取是基于Transition-basedDependency Parsing 基于转移的依存句法分析,从而可以有效精简特征数量 例如: 词特征18个:1、栈区和缓存区分别提取前三个词 合计6个特征2、栈区的前两个 ...
依存句法解析《Structured Training for Neural Network Transition-Based Parsing》,程序员大本营,技术文章内容聚合第一站。
Transition- based dependency parsing with stack long short-term memory. In Proceedings of ACL-IJCNLP, pages 334- 343, July.Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, and A. Noah Smith. 2015. Transition- based dependency parsing with stack long short- term memory. In ...
摘要原文 We explore whether it is possible to build lighter parsers, that are statistically equivalent to their corresponding standard version, for a wide set of languages showing different structures and morphologies. As testbed, we use the Universal Dependencies and transition-based dependency parsers...
Mining Rules for Rewriting States in a Transition-Based Dependency Parser. Proc of Pacific Rim International Conference on Artificial Intelligence (PRICAI), 133-145. Iwatate, M., et al., 2008. Japanese Dependency Parsing Using a Tournament Model. Proc. of Int'l Conf. on Comp. Linguistics (...
@inproceedings{dyer:2015acl, author={Chris Dyer and Miguel Ballesteros and Wang Ling and Austin Matthews and Noah A. Smith}, title={Transition-based Dependency Parsing with Stack Long Short-Term Memory}, booktitle={Proc. ACL}, year=2015, } ...
UUParser: A transition-based dependency parser for Universal Dependencies This parser is based on Eli Kiperwasser's transition-based parser using BiLSTM feature extractors. We adapted the parser to Universal Dependencies and extended it as described in these papers:(...
(n),inthesentencelengthanditpro-videsthepossibilityof using features based on the partially built dependency structure.However, in a transition-based parsing strat-egy, in which there is a lack of backtracking, it is di,cult to avoid an error propagation when it occurs (McDonald and Nivre, ...
排序【…,X3,X2,X1】,栈顶词为X1,后进先出 ~~~ 左规约表示栈顶的第一个词与第二个词产生了左指向依存弧,即第一个词依存于第二个词,将栈顶第二个词(核心词)下栈...及主流的依存句法分析方法—Transition-basedParsing(基于贪心决策动作拼装句法树)做一整理。 ~~~ 贪心解码算法:要学习一个分类器,其输...