[PDF] Top 20 Dependency Parsing Based on Dynamic Local Optimization
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Dependency Parsing Based on Dynamic Local Optimization
... Recently, dependency grammar has gained renewed attention in the parsing ...some dependency parsers (Yamada and Matsumoto, 2003; Nivre et ...many dependency treebanks (van der Beek et ...to ... See full document
5
Branch and Bound Algorithm for Dependency Parsing with Non local Features
... Graph based dependency parsing is inefficient when handling non-local features due to high computational complexity of ...algorithm based on the Branch and Bound (B&B) framework ... See full document
12
Bidirectional Transition-Based Dependency Parsing
... sequence, dynamic ora- cles permit configurations which are not a part of a gold ...While dynamic oracles have been widely em- ployed for training transition-based models (Goldberg and Nivre 2012; ... See full document
8
Text level Discourse Dependency Parsing
... constituency based syntactic tree except that the constituents in the discourse trees are text spans, previous researches have explored different constituency based syntactic parsing techniques ... See full document
11
A subtree based factorization of dependency parsing
... syntactic parsing has been well-studied in literature. For exact parsing, we have seen cubic-time decoders for first and second-order models (Eisner, 1996; McDonald and Pereira, 2006), quadratic-time ... See full document
10
A Dynamic Oracle for Linear Time 2 Planar Dependency Parsing
... The neural network architecture used in this paper is taken from Kiperwasser and Goldberg (2016). We use the same BiLSTM-based featur- ization method that concatenates the representa- tions of the top 3 words on ... See full document
7
A Transition Based Dependency Parser Using a Dynamic Parsing Strategy
... in parsing, predating empirical ...discourse parsing, where right spines are usually called right frontiers; see for instance Subba and Di Eugenio ...transition-based dependency parsers, right ... See full document
10
A Polynomial Time Dynamic Oracle for Non Projective Dependency Parsing
... web-scale parsing with high ...in parsing efficiency; see for instance Zhang and Nivre (2011), Huang and Sagae (2010), Choi and McCallum ...transition-based parsing has therefore explored ... See full document
11
Non Projective Dependency Parsing with Non Local Transitions
... Greedy transition-based parsers are popular in NLP, as they provide competitive accuracy with high efficiency. They syntactically analyze a sen- tence by greedily applying transitions, which read it from left to ... See full document
8
Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning
... character- based representations with convolutional neural networks following Yu and Vu (2017), and con- catenate them with randomly initialized embed- dings of the word form, universal POS tag, and morphological ... See full document
9
Dynamic Feature Selection for Dependency Parsing
... instance based on previously acquired features and intermediate prediction ...of dynamic feature selection, when the system is in a given state, it decides whether to add some more features or to stop and ... See full document
10
Transition based Dependency Parsing with Rich Non local Features
... transition-based parsing process, the in- put words are put into a queue and partially built structures are organized by a ...jective dependency trees in an arc-eager (Nivre et ... See full document
6
A Search Based Dynamic Reranking Model for Dependency Parsing
... parser is executed deterministically until parsing finishes, thus yielding a new dependency tree. We require that the action type must change in the revision and the most probable dependency label ... See full document
10
A Dynamic Oracle for Arc Eager Dependency Parsing
... transition-based dependency parsers makes use of an oracle, which predicts an optimal transition sequence for a sentence and its gold ...left-to-right dependency parser that is less sensitive to ... See full document
18
Transition based Dependency DAG Parsing Using Dynamic Oracles
... shift-reduce dependency parser is us- ing static ...current parsing configuration. Dur- ing the parsing stage, the already trained oracle decides on the next transition ...a parsing error ... See full document
6
A Domain Restricted, Rule Based, English Hindi Machine Translation System Based on Dependency Parsing
... In this stage, words are inflected depending on the sur- rounding words. In the earlier stages, transitive fea- ture transfer between words has already been done. Now all the inflection related information is available ... See full document
9
A Pipeline Model for Bottom Up Dependency Parsing
... In practice, however, the actions chosen will be noisy, and a wasteful focus point policy will result in a large number of actions, and thus in error accu- mulation. To minimize the number of actions taken, we want to ... See full document
5
Transition based dependency parsing as latent variable constituent parsing
... dency parsing and constituent ...on dependency parsing (Hays, 1964; Gaifman, 1965) discusses the two kinds of parsing on an equal ...discusses dependency parsing as closely ... See full document
11
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
Dependency Parsing
... a dependency-based th eo ry of language called ‘Lexicase’ (S taro sta ...ther dependency-based theory has been so widely field- tested ... See full document
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