[PDF] Top 20 A Dynamic Oracle for Linear Time 2 Planar Dependency Parsing
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A Dynamic Oracle for Linear Time 2 Planar Dependency Parsing
... the 2-Planar parser not only comes from cycles (as in Covington) but also from situations where, due to a poor assignment of planes to already-built arcs, no possible plane assignment allows building a set ... See full document
7
Arc Hybrid Non Projective Dependency Parsing with a Static Dynamic Oracle
... in dependency parsing have demonstrated the benefit of using dynamic oracles for training dependency parsers (Goldberg and Nivre, ...training. Dynamic oracles define optimal transi- ... See full document
6
A Transition Based Dependency Parser Using a Dynamic Parsing Strategy
... running time is O (n 2 ...running time is O (n), with a slow down constant which is rather small, in comparison to standard transition-based ... See full document
10
Discontinuous Constituency Parsing with a Stack Free Transition System and a Dynamic Oracle
... chart parsing is transition-based parsing, that usually re- lies on fast approximate decoding methods such as greedy search or beam ...with linear-time se- quential access (either a stack, or ... See full document
14
Transition based Dependency DAG Parsing Using Dynamic Oracles
... cyclic dependency paths are handled as described by Sagae and Tsujii (2008), by reversing the shortest arc within the cyclic dependency path until no cyclic path ...the dynamic oracle ... See full document
6
An Efficient Dynamic Oracle for Unrestricted Non Projective Parsing
... sible dependency tree for the input, and runs in quadratic worst-case ...to linear-time transition-based parsers ...outperform linear algorithms in practice, as it allows for relevant ... See full document
6
Dynamic Programming for Linear Time Incremental Parsing
... compare parsing speed between DP and non- DP, we run each parser on the development set, varying the beam width b from 2 to 16 (DP) or 64 ...(average parsing time per sentence), where DP with ... See full document
10
Non Projective Dependency Parsing in Expected Linear Time
... the oracle) and white dots represent test sentences (parsed with a ...clear linear relationship in both cases with very few ...a linear function using the least squares method gives us m = 2.06n (R ... See full document
9
A Polynomial Time Dynamic Oracle for Non Projective Dependency Parsing
... and Dynamic Oracles A transition-based dependency parser is a non- deterministic device, meaning that a given con- figuration can be mapped into several configur- ations by the available ...the ... See full document
11
A Dynamic Oracle for Arc Eager Dependency Parsing
... transition-based dependency parsing has shown that parsing accuracy can be improved considerably if models are trained to perform beam search instead of greedy one-best search, and if training is ... See full document
18
Incremental Integer Linear Programming for Non projective Dependency Parsing
... Integer Linear Programming (ILP) has recently been applied to inference in sequential condi- tional random fields (Roth and Yih, 2004), this has allowed the use of truly global constraints during ...non-projective ... See full document
9
Multi lingual Dependency Parsing with Incremental Integer Linear Programming
... Due to time constraints we applied additional constraints to only four languages. For each one we gained better results than the baseline without constraints, however, this improvement was only marginal. This can ... See full document
5
Linear Time Dependency Analysis for Japanese
... Thus, strictly speaking, bunsetsu order rather than word order is free except the bunsetsu that con- tains a main verb of a sentence. Such bunsetsu must be placed at the end of the sentence. For example, the following ... See full document
7
A Transition Based Parser for 2 Planar Dependency Structures
... transition-based 2-planar parsing, we have evaluated the parser on four data sets from the CoNLL-X shared task (Buchholz and Marsi, 2006): Czech, Danish, Ger- man and ...pseudo-projective ... See full document
10
A Search Based Dynamic Reranking Model for Dependency Parsing
... have rather weak feature locality. In addition, k- best lists from the baseline parser are not necessar- ily the best candidates for a reranker. Our prelim- inary results show that reranking candidates can be constructed ... See full document
10
Sequence Labeling Parsing by Learning across Representations
... The input is the same for both types of pars- ing and the same number of timesteps are required to compute a tree (equal to the length of the sen- tence), which simplifies the joint modeling. In this work, we focus on ... See full document
8
Quadratic Time Dependency Parsing for Machine Translation
... ing dependency models discussed in this paper. While we use a dependency language model to exemplify the use of hierarchical structure within phrase based decoders, we could extend this work to incorporate ... See full document
9
Efficiency of random swap clustering
... running time, we studied its time-distortion efficiency with values 1, 2, 3, 4, 5, 10, 20 and ...better time effi- ciency but this kind of result has no practical ... See full document
29
Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles
... representing dependency structures (Hajiˇc et ...a dependency structure can have a large impact on parsing performance (Silveira and Manning, 2015; de Lhoneux and Nivre, 2016; Kohita et ... See full document
6
Dependency Parsing Schemata and Mildly Non Projective Dependency Parsing
... A parsing schema for Nivre’s parser can be obtained by abstracting away the rules in the system that are implementing control structures, however, and expressing only declarative aspects of the parser’s tree ... See full document
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