[PDF] Top 20 Active Learning for Dependency Parsing with Partial Annotation
Has 10000 "Active Learning for Dependency Parsing with Partial Annotation" found on our website. Below are the top 20 most common "Active Learning for Dependency Parsing with Partial Annotation".
Active Learning for Dependency Parsing with Partial Annotation
... For future work, we would like to advance this study in the following directions. The first idea is to combine uncertainty and representativeness for measuring informativeness of annotation targets in concern. ... See full document
11
Combining Active Learning and Partial Annotation for Domain Adaptation of a Japanese Dependency Parser
... the annotation speed reaches a maximum of about 350 anno- tations per fifteen minutes in the full annotation case, or ...the annotation stan- dard and how it handled subtle linguistic phenom- ... See full document
9
Active Learning for Dependency Parsing Using Partially Annotated Sentences
... the graph-based dependency parsing framework. Such a detailed description is motivated by two extensions of graph based parsing that we describe. The first one is how to take into account, in the ... See full document
10
Active Learning for Dependency Parsing by A Committee of Parsers
... review active learning and pool-based sam- pling as a commonly used framework of active learn- ing in section ...of active learning for the task of dependency ...committee-based ... See full document
8
Using Smaller Constituents Rather Than Sentences in Active Learning for Japanese Dependency Parsing
... investigate active learning methods for Japanese dependency ...propose active learning methods of using partial dependency relations in a given sentence for parsing ... See full document
10
Dependency Parsing with Partial Annotations: An Empirical Comparison
... via active learning (Sassano and Kurohashi, 2010; Mirroshandel and Nasr, 2011; Li et ...natural annotation implicitly encoded in web pages (Jiang et ...convert partial trees into forests and ... See full document
10
How Does the Granularity of an Annotation Scheme Influence Dependency Parsing Performance?
... The annotation of the corpus with the most detailed tagset of 60 SyntRels has been obtained from the original annotation in AnCora (Taulé et ...fine-grained annotation, we derived automatically the ... See full document
14
Spectral Learning for Non Deterministic Dependency Parsing
... In principle, hidden variable models could solve some of the problems of feature engineering in higher-order factorizations, since they could automatically induce the information in a deriva- tion history that should be ... See full document
11
Learning Reliable Information for Dependency Parsing Adaptation
... Sagae and Tsujii (2007) presented a procedure similar to a single iteration of co-training. Firstly, they trained two parsers on labeled source data. Then the two parsers were used to parse the sen- tences in unlabeled ... See full document
8
Deep Multitask Learning for Semantic Dependency Parsing
... Labeled directed graphs are a natural and flexi- ble representation for semantics (Copestake et al., 2005; Baker et al., 2007; Surdeanu et al., 2008; Banarescu et al., 2013, inter alia). Their generality over trees, for ... See full document
12
Indonesian Dependency Treebank: Annotation and Parsing
... machine learning as well and linguistic analysis, these treebanks typically only exist for a handful of resource-rich ...forms, dependency based and constituency based each with their own pros and ...cons. ... See full document
9
Partial Parsing as a Method to Expedite Dependency Annotation of a Hindi Treebank
... have dependency, verb- argument (PropBank, Palmer et ...from dependency structure (DS) to phrase structure, (PS) is ...of partial dependency parsing in helping the manual annotators to ... See full document
6
Bayesian Learning for Neural Dependency Parsing
... Several approaches for parsing in the small data regime have been proposed. These include augmenting input data with pretrained embed- ding (Dozat et al., 2017; Che et al., 2018), lever- aging unannotated data via ... See full document
11
Annotation Projection based Representation Learning for Cross lingual Dependency Parsing
... each dependency relation between a parent (also known as the head) word and a child (also known as the dependent) word, we can collect a number of queries based on the dependency ...the dependency ... See full document
10
Sequence Labeling Parsing by Learning across Representations
... and dependency grammars (Mel’cuk, 1988; K¨ubler et ...constituency parsing the structure of sentences is abstracted as a phrase- structure tree (see Figure 1a), in dependency pars- ing the tree ... See full document
8
Book Review: Representation and Management of Narrative Information: Theoretical Principles and Implementation by Gian Piero Zarri
... how dependency grammar can be used to describe the linguistic facts about a given language, how particular syntactic constructions could be analyzed, or how hand-crafted dependency grammars are ...on ... See full document
6
Croatian Dependency Treebank 2.0: New Annotation Guidelines for Improved Parsing
... cross-validation parsing ex- periment with a 9:1 treebank division between the training and the testing ...overall parsing accuracy is given in Table ...three parsing accuracy ... See full document
7
Evaluating Dependency Parsing: Robust and Heuristics Free Cross Annotation Evaluation
... making parsing results com- parable across experiments include heuristics for converting outputs into dependency trees of a prede- fined standard (Briscoe et ...cross- annotation conversion are ... See full document
12
Incremental Dependency Parsing Using Online Learning
... we briefly considered using SVMstruct but train- ing was too time-consuming. The online methods on the other hand, although less theoretically ap- pealing, can handle realistically sized data sets and have successfully ... See full document
5
Dependency Parsing by Inference over High recall Dependency Predictions
... the dependency tree corresponding to this token will then be an isolated ...a dependency relation between this token as a dependent and some other token as a head, this dependency relation is added ... See full document
5
Related subjects