[PDF] Top 20 Transition Based Dependency Parsing with Heuristic Backtracking
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Transition Based Dependency Parsing with Heuristic Backtracking
... Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Ben- gio. 2014. Neural machine translation by jointly learning to align and translate. CoRR, abs/1409.0473. Bernd Bohnet and Joakim Nivre. 2012. A transition- ... See full document
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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
Association Metrics in Neural Transition Based Dependency Parsing
... without dependency relations as ...from dependency em- ...the dependency relation, could be retrieved from the context matrix, 3) an embedding for the context token could be retrieved from the focus ... See full document
9
Stack based Multi layer Attention for Transition based Dependency Parsing
... a transition-based ...traditional transition-based parser to gain better ...formalizes dependency parsing as head selection and applies MST algorithms to correct non-tree ... See full document
6
Tree Stack LSTM in Transition Based Dependency Parsing
... Recent studies in neural dependency parsing cre- ates an opportunity to learn feature conjunctions only from primitive features.(Chen and Manning, 2014) A designer only needs to extract primitive features ... See full document
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Generalized Transition based Dependency Parsing via Control Parameters
... many transition- based systems can be constructed via composition of these base ...easy-first parsing. In partic- ular, arc construction in easy-first parsing can be seen as an action composed ... See full document
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Greedy Transition Based Dependency Parsing with Stack LSTMs
... best transition to take at each parsing step, assuming all previous transitions were ...wrong parsing decisions, together with the optimal transitions to take in these ... See full document
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Getting the Most out of Transition based Dependency Parsing
... previous parsing states. Graph- based parsing can also take advantage of using parse ...order parsing’, which is shown to improve parsing accuracy but also increase parsing ... See full document
6
Hierarchical Pointer Net Parsing
... and transition-based depen- dency parsers with a Bi-LSTM feature represen- ...labels based on graph-based model, and achieved state-of-the-art ...Though transition-based meth- ... See full document
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Transition based Dependency Parsing with Rich Non local Features
... Further, we follow Zhang and Clark (2008) and Huang et al. (2009) and use the generalized percep- tron (Collins, 2002) for global learning and beam- search for decoding. Unlike both earlier global- learning parsers, ... See full document
6
Sentence Level Instance Weighting for Graph Based and Transition Based Dependency Parsing
... We evaluate our instance-weighted parsers on two domain adaptation data sets from English and Danish annotated corpora, one of which (Dan- ish) has not previously been used in the literature. The Danish corpus is a ... See full document
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Distilling Knowledge for Search based Structured Prediction
... In Section 4.2, improvements from distilling the ensemble have been witnessed in both the transition-based dependency parsing and neural machine translation experiments. However, ques- tions ... See full document
10
Universal Dependency Parsing with a General Transition Based DAG Parser
... basic dependency is repeated in the en- hanced graph ( 3:nsubj:pass in the example), we do not treat it as an enhanced dependency, so that the converted graph will only contain each edge ... See full document
10
A Transition Based Dependency Parser Using a Dynamic Parsing Strategy
... by the length n of the input sentence. Since the parser applies exactly 2n + 1 transitions, worst case running time is O (n 2 ). We have computed the average value of γ on our English data set, resulting in 2.98 ... See full document
10
Transition based Dependency DAG Parsing Using Dynamic Oracles
... Since left attach and right attach operations do not change the parser configuration (i.e. these op- erations cannot lead to a parser configuration from which the gold tree is not reachable), their cost is measured ... See full document
6
Transition based dependency parsing as latent variable constituent parsing
... of transition-based de- pendency parsing and the theory of constituent ...constituent parsing that is based on latent-variable probabilistic context-free grammars, which cur- rently ... See full document
11
Transition based Dependency Parsing with Selectional Branching
... Greedy transition-based dependency parsing has been widely deployed because of its speed (Cer et ...multiple transition sequences given a sentence, and pick one with the highest ... See full document
11
Transition based dependency parsing with topological fields
... To evaluate the effectiveness of adding topo- logical fields to the input, we use the publicly available neural network parser described by De Kok (2015). This parser uses an architecture that is similar to that of Chen ... See full document
7
Transition based dependency parsing as latent variable constituent parsing
... MaltParser dependency links can be attached to the first token in the re- maining input, whereas our automata would first have to transfer such a token to the stack before linking it to other tokens by means of a ... 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 ...RC transition are not distinct enough to train a ... See full document
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