[PDF] Top 20 A subtree based factorization of dependency parsing
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A subtree based factorization of dependency parsing
... a dependency parsing pipeline, so that long-distance dependencies are ex- plicitly localized at the input ...proposed factorization, dependency tree score sums over its ...constituent ... See full document
10
Peking at MRP 2019: Factorization and Composition Based Parsing for Elementary Dependency Structures
... syntactic parsing. When we consider se- mantic parsing, however, it is still a controversial issue which unit is the most basic one that trig- gers conceptual meaning and semantic construc- ... See full document
11
A Crossing Sensitive Third Order Factorization for Dependency Parsing
... non-projective parsing with higher order ...non-projective parsing (for example, an analogous “gap-sensitive” variant) may be an inter- esting avenue for future ...projective parsing (Rush and ... See full document
14
Bayesian Subtree Alignment Model based on Dependency Trees
... The parsing accuracy reported in this paper was obtained from an experiment us- ing gold-standard word segmentation and POS- ...the parsing problem is to use the n-best parsing results in the ... See full document
9
Maximising Spanning Subtree Scores for Parsing Tree Approximations of Semantic Dependency Digraphs
... Because we directly adapt the software used by (Bj¨orkelund et al., 2009), without increasing any computational complexity, the approach also ben- efits from a syntactic parsing algorithm optimised both ... See full document
5
Graph based Dependency Parsing with Bidirectional LSTM
... As we can see, the five models do not show much difference for short dependencies whose dis- tance less than three. For long dependencies, both our two models show better performance com- pared with the 1st-order model ... See full document
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Improving Graph based Dependency Parsing with Decision History
... The parsing algorithms used in Carreras (2007) independently find the left and right dependents of a word and then combine them later in a bottom- up style based on Eisner ...A subtree that spans the ... See full document
9
Influence of Parser Choice on Dependency Based MT
... We use the assumption that in most cases the con- tent of parentheses or quotes should correspond to a connected subgraph (subtree) of the syntactic tree. We implemented a very shallow sentence chunker ( SentChunk ... See full document
7
Recursive Subtree Composition in LSTM Based Dependency Parsing
... non-projective dependency trees (Nivre, ...evaluate parsing models on the development sets and report the average of the 5 best results in 30 epochs and 5 runs with different random ... See full document
11
A Reranking Approach for Dependency Parsing with Variable-sized Subtree Features
... supervised parsing methods, such as word clustering (Koo et al., 2008) and subtree features integration using auto-parsed data (Chen et ...existing factorization methods, it can be well utilized in ... See full document
10
Bitext Dependency Parsing with Bilingual Subtree Constraints
... the subtree structure on the target side to provide the bilingual ...target subtree because there are many to many mappings and reordering problems that often occur in translation (Koehn et ...problems. ... See full document
9
Transition Based Parsing for Deep Dependency Structures
... surface dependency structures, and the majority of existing approaches are limited to producing only tree-shaped ...directed dependency graphs, and that uses the pseudo-projective parsing technique ... See full document
37
Transition based Dependency Parsing with Selectional Branching
... For projective parsing experiments, the Penn En- glish Treebank (Marcus et al., 1993) is used with the standard split: sections 2-21 for training, 22 for development, and 23 for evaluation. All constituent trees ... See full document
11
Text level Discourse Dependency Parsing
... tions evaluated on 21 documents from RST-DT; (4) Marcu denotes the results given by Mar- cu(2000)’s decision-tree based parser which used 15 relations evaluated on unspecified documents. Table 7 shows the ... See full document
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Dependency Parsing
... It is h ard to over em phasize th e im portance of th e RAND work in the developm ent of dependency parsing. It was probably th e first m ajor project in co m p u tatio n al linguistics in th e W estern ... See full document
377
Utilizing Dependency Language Models for Graph based Dependency Parsing Models
... features based on the clusters for dependency parsing ...the dependency parsing problem and combined their method with the approach of Koo et ... See full document
10
Multi Task Semantic Dependency Parsing with Policy Gradient for Learning Easy First Strategies
... The system we propose is the IPS parser trained with a multi-task objective and fine-tuned using reinforcement learning. This is referred to as IPS+ML+RL in the results tables. To highlight the contributions of the ... 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
Statistical Morph Analyzer (SMA++) for Indian Languages
... For Urdu, B¨ogel et al. (2007) proposes an approach which uses Finite State Transducers. It introduces and discusses the issues that arise in the process of building finite-state MA for Urdu. For Telugu, Sunitha and ... See full document
7
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
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