[PDF] Top 20 Inter annotator Agreement for Dependency Annotation of Learner Language

... the learner the benefit of the doubt), an overview of the annotation layers, and annotation examples for each ...handling learner innovations, across different ... See full document

... for dependency annotation, we build from the POS layers, with a morphosyntactic and a distributional layer of ...of annotation, but we can see the impetus for them by continuing this ... See full document

... syntactic annotation it is not possible to use κ or π ...of dependency- based syntax we could conceivably use a variant of these metrics by considering the ID of a to- ken’s head as a categorical variable ... See full document

... major annotation groups of GUM-Space, namely (1) the configuration of sentences as a whole, (2) the spatial role for placements, directions, or routes, (3) the spatial modality in- dicating the relative spatial ... See full document

... Annotation agreement is also lower within text spans marked as erroneous in the corpus, with agreement dropping to ...that agreement is especially challenging for word selection errors whose ... See full document

... natural language processing (NLP) an- notation projects, we use inter-annotator agreement measures and annotation guide- lines to ensure consistent ...However, annotation ... See full document

... English- language Spine-health forum were manually an- notated by 60 Master’s students, who were not health professionals (Melzi et al, ...The agreement be- tween health professional annotators and non- ... See full document

... Russian language. We developed a web-based annotation inter- face and with its help evaluated practica- bility of this metric in the MT research and development ...ability, language ... See full document

... unchanged agreement score suggests that the annotators are not unduly influenced by a bet- ter ...in agreement would not be an unambiguously positive result though; a pos- itive interpretation would be that ... See full document

... the annotation guidelines are ...some language specific constructions appear to be ...the inter-annotator agreement for these cases is always lower than that for specific nouns with ... See full document

... Table 2: EN-ZH inter-annotator agreement. We have compared the annotations of two annotators in a confusion matrix. There exist certain dis- agreements between Literal and these categories: ... See full document

... linguistic annotation is an essential step towards attaining this ...the annotation of temporal and event expressions that is intended to be compatible with the TimeML markup language, while ... See full document

... Since the Prague Dependency Treebank 2.0 al- ready contains three layers of linguistic annota- tion, two of which (the analytical layer – surface syntax, and the tectogrammatical layer – under- lying syntax and ... See full document

... George Doddington, Alexis Mitchell, Mark Przybocki, Lance Ramshaw, Stephanie Strassel, and Ralph Weischedel. 2004. Automatic content extraction (ACE) program - task definitions and performance measures. In LREC 2004: 4th ... See full document

... the dependency parse of the second sentence, but for simplicity of presentation, nodes from the parse are presented in tabular form rather than as a ...the annotation choices made by annotator 2 ... See full document

... In this light, option #3 could have an unusual in- terpretation: as we understand it, to say that a miss- ing head is not ellipsis because it is ungrammatical is to say that it is not in the target grammar (as el- ... See full document

... The trees in (4) and (5) show two of the 88 nu- clei grouped into the first inconsistency type. As with The word renaissance and The term renais- sance in the English web corpus, nuclei with similar (although not ... See full document

... Inter-Annotator Agreement ( α ) A clas- sical measure of inter-annotator agreement is the kappa score, which not only considers the proportion of agreeing pairs but also factors ... See full document

... Annotation Phase I consisted of each pre- annotated abstract in the corpus being read and reviewed by two annotators working independent- ly. Annotators could agree with the pre-annotation, remove it, or ... See full document

... high inter-annotator agreement (IAA) and correlation with human adequacy judgments, despite only requiring a minimal training of about 15 minutes for lay ...SRL annotator, which shows that the ... See full document