[PDF] Top 20 Transition Based Parsing for Deep Dependency Structures
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Transition Based Parsing for Deep Dependency Structures
... various dependency struc- tures. Particularly, bilexical deep dependency structures beyond surface tree representation can be derived from linguistic analysis grounded by CCG, LFG, and ... See full document
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Stack based Multi layer Attention for Transition based Dependency Parsing
... Sequence-to-Sequence Parsing Model Transition-based dependency parsing conceptual- izes the process of transforming a sentence into a dependency tree as a sequence of ...pendency ... See full document
6
Deep Contextualized Word Embeddings in Transition Based and Graph Based Dependency Parsing A Tale of Two Parsers Revisited
... both parsing accuracy and absolute improvements vary across languages, the overall trend is remarkably consistent and the transition- based parser improves more with both ELMo and BERT for every ... See full document
14
Extracting Narrative Timelines as Temporal Dependency Structures
... two dependency parsing techniques for extracting story timelines and have shown that both outperform a rule- based baseline and a prior-work-inspired pair-wise classification ...dency parsing ... See full document
10
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
11
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
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
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
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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 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
Universal Dependency Parsing with a General Transition Based DAG Parser
... on parsing Universal De- pendencies, based on TUPA, a general transition- based DAG ...cross-domain parsing, TUPA can be competitive on the standard metrics ... See full document
10
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
5
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
A Transition Based Parser for 2 Planar Dependency Structures
... the structures found in existing treebanks, the de- velopment of efficient parsing algorithms for these classes has met with more limited ...well-nested dependency trees with bounded gap degree can ... See full document
10
Transition based Dependency Parsing with Rich Non local Features
... typical 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 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
Greedy Transition Based Dependency Parsing with Stack LSTMs
... paying attention to the expected classifier behavior during test time has been explored under the imitation learning and Learning to Search (SEARN) frameworks (Abbeel and Ng 2004; Daum´e III and Marcu 2005; Vlachos 2012; ... See full document
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Transition based Dependency Parsing with Selectional Branching
... greedy transition-based dependency parsing ...new transition-based dependency parsing algorithm that gives a complexity of O(n) for projective parsing and an ... See full document
11
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 with topological fields
... Since transition-based dependency parsers pro- cess sentences in one deterministic linear-time left-to-right sweep, the classifier typically has lit- tle global ... See full document
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