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AAAI
1990
14 years 3 days ago
Parsing a Natural Language Using Mutual Information Statistics
The purpose of this paper is to characterize a constituent boundary parsing algorithm, using an information-theoretic measure called generalized mutual information, which serves a...
David M. Magerman, Mitchell P. Marcus
ACL
2010
13 years 9 months ago
Tree-Based Deterministic Dependency Parsing - An Application to Nivre's Method -
Nivre's method was improved by enhancing deterministic dependency parsing through application of a tree-based model. The model considers all words necessary for selection of ...
Kotaro Kitagawa, Kumiko Tanaka-Ishii
EMNLP
2010
13 years 9 months ago
It Depends on the Translation: Unsupervised Dependency Parsing via Word Alignment
We reveal a previously unnoticed connection between dependency parsing and statistical machine translation (SMT), by formulating the dependency parsing task as a problem of word a...
Samuel Brody
ACL
2009
13 years 8 months ago
Topological Field Parsing of German
Freer-word-order languages such as German exhibit linguistic phenomena that present unique challenges to traditional CFG parsing. Such phenomena produce discontinuous constituents...
Jackie Chi Kit Cheung, Gerald Penn
ACL
2012
12 years 1 months ago
Joint Evaluation of Morphological Segmentation and Syntactic Parsing
We present novel metrics for parse evaluation in joint segmentation and parsing scenarios where the gold sequence of terminals is not known in advance. The protocol uses distance-...
Reut Tsarfaty, Joakim Nivre, Evelina Andersson