[PDF] Top 20 Improvements to Dependency Parsing Using Automatic Simplification of Data
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Improvements to Dependency Parsing Using Automatic Simplification of Data
... For several syntactic phenomena, a more complex, rule- based modifications of syntactic annotation or structure were necessary. In Czech syntax, for example, no complement of the verb být ‘to be’ can have the syntactic ... See full document
5
Dependency Parsing with Short Dependency Relations in Unlabeled Data
... We now look at the improvement relative to depen- dency length as Figure 5 shows. From the figure, we found that our method provided better performance when dependency lengths are less than 13. Espe- cially, we had ... See full document
7
Graph Transformations in Data Driven Dependency Parsing
... improve parsing accuracy has been exploited successfully in statistical parsing systems using constituency-based ...stantial improvements also in data-driven dependency ...Prague ... See full document
8
Data driven Dependency Parsing With Empty Heads
... Syntactic dependency structures are based on the assumption that there is exactly one node in the structure for each word in the ...into dependency structures during automatic ... See full document
10
The Impact of Automatic Morphological Analysis & Disambiguation on Dependency Parsing of Turkish
... on dependency parsing of Turkish so far gave their results on the Turkish Dependency ...of parsing Turkish sentences from scratch and observe the accuracy drop at the end of processing raw ... See full document
6
Wide Coverage Deep Statistical Parsing Using Automatic Dependency Structure Annotation
... statistical parsing system for English, based on a hand-written, feature-based unification ...contains dependency structures (including some long distance dependencies 26 ) for 500 sentences chosen at random ... See full document
44
Linguistic features in data driven dependency parsing
... performing data- driven dependency parser for Swedish revealed consistent errors in dependency assignment, namely the confusion of argument ...with automatic features and a generic ... See full document
8
Experiments for Dependency Parsing of Greek
... experiments using statistical parsers trained on automatically preprocessed and manually validated versions of ...the data of GDT-2014 in 90% and 10% training and test sets (5,101/567 sentences; ... See full document
7
Data Driven Dependency Parsing of New Languages Using Incomplete and Noisy Training Data
... So far, we have only considered complete trees, i.e., projected structures with exactly one root node. This is a rather strict requirement, given that even state-of-the-art parsers sometimes fail to produce plausible ... See full document
9
Automatic Discovery of Feature Sets for Dependency Parsing
... multilingual dependency parsing be- cause of their speed and ...a dependency graph from a sequence of ac- tions, where each action is determined using a fea- ture ...a data-driven ... See full document
9
Statistical Dependency Parsing in Korean: From Corpus Generation To Automatic Parsing
... dency parsing in Korean. First, we build a Ko- rean dependency Treebank from an existing constituent ...Korean, dependency pars- ing shows some advantages over constituent ...training data ... See full document
11
Automatic Adaptation of Annotations
... between automatic annotation adaptation and previous strategies without using additional training data is ...training data instead of making full use of a certain ...of automatic ... See full document
30
Workshop on Hybrid Approaches to Translation: Overview and Developments
... combine data-driven and rule-based ...of data-driven components into rule- based paradigms, or the pre- and post- processing of either sort of translation sys- tem ... See full document
6
Influence of Parser Choice on Dependency Based MT
... The difference from the analysis phase is that there is not very much space for optimization in the synthesis phase. In other words, final sentence shape is determined almost uniquely by the tectogrammat- ical tree ... See full document
7
Unsupervised Parsing for Generating Surface Based Relation Extraction Patterns
... unsupervised parsing have been developed in the past ...unsupervised parsing models. For our work, we use the Dependency Model with Valence (DMV) by Klein and Manning ...unsupervised ... See full document
6
Automatic Partial Parsing Rule Acquisition Using Decision Tree Induction
... corpus using the decision tree ...partial parsing rules as those that can establish the structure of a substring in an input sentence ...partial parsing rules from the decision tree, and, to retain ... See full document
12
Backpropagating through Structured Argmax using a SPIGOT
... We introduce the structured projec- tion of intermediate gradients optimiza- tion technique ( SPIGOT ), a new method for backpropagating through neural net- works that include hard-decision struc- tured predictions ... See full document
11
Dependency Parsing Schemata and Mildly Non Projective Dependency Parsing
... Traditional parsing schemata are used to define grammar-driven parsers, in which the parsing process is guided by some set of rules which are used to license deduction ...Some dependency parsers are ... See full document
46
A Comparison of Alternative Parse Tree Paths for Labeling Semantic Roles
... sentences using each of three automated parsing systems (Charniak, Stanford, and Minipar), and align each of the annotated arguments with its closest matching branch in the resulting parse ...the ... See full document
8
Anchoring and Agreement in Syntactic Annotations
... on parsing and ...collected data, characterize the main sources of inconsistent annotation and subsequently formu- late further strategies for improving annotation ac- ...syntactic parsing in NLP, an ... See full document
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