[PDF] Top 20 Divisible Transition Systems and Multiplanar Dependency Parsing
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Divisible Transition Systems and Multiplanar Dependency Parsing
... for transition-based parsers under the assumption that these parsers use deterministic search or fixed- size beam search because this is the most straightforward method to make parsing practically feasible ... See full document
48
A Transition based System for Universal Dependency Parsing
... In the final testing phase of the shared task, there are mainly three types of test data (Nivre et al., 2017a), Ordinary Provided Resource Test Set which have corresponding training datasets , Parallel Test Set which ... See full document
7
Generalized Transition based Dependency Parsing via Control Parameters
... new transition systems attempted to handle phenomena not covered by arc-eager or arc-standard transition systems, which inher- ently could only produce projective dependency ...derived ... See full document
11
Transition Based Parsing for Deep Dependency Structures
... for transition classification and use a beam decoder for global ...namely, transition combination and tree approximation, to improve parsing ...our systems do not change the nodes in the stack ... See full document
37
Arc Standard Spinal Parsing with Stack LSTMs
... neural transition sys- tems for parsing sentences into dependency trees (Titov and Henderson, 2007; Chen and Manning, 2014; Dyer et ...These transition systems use a relatively simple ... See full document
7
Arc swift: A Novel Transition System for Dependency Parsing
... augmenting transition systems to facilitate longer-range at- ...non-projective parsing, with arc-inducing transitions that are very similar to those in ...the transition sequence by reduc- ing ... See full document
8
Global Transition based Non projective Dependency Parsing
... terpretation under the “push computation” frame- work, yielding the arc-hybrid projective transi- tion system. However, such a derivation has not been made for the non-projective case (k ą 3), and the known techniques ... See full document
12
An Improved Non monotonic Transition System for Dependency Parsing
... Transition-based dependency parsers usu- ally use transition systems that monotoni- cally extend partial parse states until they identify a complete parse ...best parsing accuracy can ... See full document
6
Greedy Transition Based Dependency Parsing with Stack LSTMs
... for parsing (Ballesteros ...when parsing Statistical Parsing of Morphologically Rich Languages (SPMRL) data sets in languages with agglutinative morphology or extensive case systems (Seddah et ... See full document
37
Tree Stack LSTM in Transition Based Dependency Parsing
... Finite-state transducers (FST) have an impor- tant role in previous morphological analyzers. (Koskenniemi, 1983) Unlike modern neural sys- tems, these type of analyzers are language de- pendent rule based systems. ... See full document
9
Transition based Dependency Parsing with Rich Non local Features
... Transition-based dependency parsers gener- ally use heuristic decoding algorithms but can accommodate arbitrarily rich feature represen- ...for transition- based parsing and rivaling the best ... See full document
6
A Transition Based Dependency Parser Using a Dynamic Parsing Strategy
... of transition-based pars- ers, without sacrificing their advantage in efficiency, by introducing a new type of transition ...previous transition systems assume a static parsing strategy ... See full document
10
Transition based Dependency DAG Parsing Using Dynamic Oracles
... determining transition ac- tions in a shift-reduce dependency parser is us- ing static ...current parsing configuration. Dur- ing the parsing stage, the already trained oracle decides on the ... See full document
6
Neural Greedy Constituent Parsing with Dynamic Oracles
... improve parsing without rely- ing on more complex search methods (Goldberg and Nivre, 2012), we tested the combined effects of dynamic oracle training and beam search de- ...The transition from greedy ... See full document
11
Association Metrics in Neural Transition Based Dependency Parsing
... for dependency triples h − → r d from the German newspaper taz ...All dependency triples not contained in the table are mapped to the most neutral value of ...the dependency embeddings described in ... See full document
9
Universal Dependency Parsing with a General Transition Based DAG Parser
... Enhanced dependencies. Our method treats en- hanced dependencies 1 as part of the dependency graph, providing the first approach, to our knowl- edge, for supervised learning of enhanced UD parsing. Due to ... See full document
10
Improving Transition Based Dependency Parsing with Buffer Transitions
... First, we show how adding a specific tran- sition to create either a left or right arc of length one between the first two buffer nodes produces improvements in the accuracy of Nivre’s arc-eager projective parser on a ... See full document
12
Multi Task Semantic Dependency Parsing with Policy Gradient for Learning Easy First Strategies
... train transition-based parsers with reinforcement learn- ing: Zhang and Chan (2009) applied SARSA (Baird III, 1999) to an Arc-Standard model, us- ing SARSA updates to fine-tune a model that was pre-trained using a ... See full document
11
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
Hierarchical Pointer Net Parsing
... both dependency and discourse parsing ...dency parsing, our model outperforms in most of the ...discourse parsing, we push for- ward the state-of-the-art in all evaluation ... See full document
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