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Inductive Dependency Parsing

, 2006
This book provides an in-depth description of the framework of inductive dependency parsing, a methodology for robust and efficient syntactic analysis of unrestricted natural language text.
Nivre, Joakim,
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Dependency Parsing with Structure Knowledge

2014 Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2014
A new probability-based parsing model DPSK (Dependency Parsing with Structure Knowledge) is presented for dependency parsing. Similar to a bottom-up chart parsing algorithm, DPSK select the best dependency arc between two words in a sentence according to the probability.
Shixi Fan, Yongshuai Hou, Lidan Chen
openaire   +1 more source

Parsing dependency grammars

1991
The paper deals with a parser for dependency grammars. An intuitive and clear representation of the grammar is introduced: the formalism, that originates from the ID/LP constituency grammar, expresses the constraints of well-formedness of the sentences via two tables of relations of immediate dominance and linear precedence for pairs of syntactic ...
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Dependency Parsing with Compression Rules

Proceedings of the 14th International Conference on Parsing Technologies, 2015
This article proposes a syntactic parsing strategy based on a dependency grammar containing both formal rules and a compression technique that reduces the complexity of those rules. Compression parsing is mainly driven by the single-head constraint of Dependency Grammar, and can be seen as an alternative method to the well-known constructive strategy ...
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Template Kernels for Dependency Parsing

Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2015
A common approach to dependency parsing is scoring a parse via a linear function of a set of indicator features. These features are typically manually constructed from templates that are applied to parts of the parse tree. The templates define which properties of a part should combine to create features. Existing approaches consider only a small subset
Hillel Taub-Tabib, Yoav Goldberg, Amir Globerson   +2 more
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The Dependency-Parsed FrameNet Corpus

Proceedings of the Language Resources and Evaluation Conference, 2012
When training semantic role labeling systems, the syntax of example sentences is of particular importance. Unfortunately, for the FrameNet annotated sentences, there is no standard parsed version. The integration of the automatic parse of an annotated sentence with its semantic annotation, while conceptually straightforward, is complex in practice.
Daniel Bauer 0002, Hagen Fürstenau, Owen Rambow   +2 more
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Dependency parsing with bottom-up Hierarchical Pointer Networks

Information Fusion, 2023
Daniel Fernández-González, CARLOS Gomez-Rodriguez   +1 more
exaly  

A survey of syntactic-semantic parsing based on constituent and dependency structures

Science China Technological Sciences, 2020
Meishan Zhang, Zhang Meishan
exaly  

The Application of Transformer Model Architecture for the Dependency Parsing Task

Procedia Computer Science, 2021
Artem Chernyshov, Anita Balandina
exaly  

Multitask Pointer Network for Korean Dependency Parsing

ACM Transactions on Asian and Low-Resource Language Information Processing, 2019
Sangkeun Jung, Changki Lee
exaly