[PDF] Top 20 Predicting word sense annotation agreement
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Predicting word sense annotation agreement
... High agreement is a common objective when annotating data for word ...fect agreement impossible, e.g. the limi- tations of sense inventories, the difficulty of the examples or the ... See full document
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OntoNotes: Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation
... each word sense anno- tation involves two annotators and an ...target word along with its sense distinctions are presented independently to two annotators for sense annota- ...same ... See full document
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Some Challenges of Automated Annotation in A Multilingual Scenario
... system. Sense marked corpus for English and other languages have been developed in order to facilitate the task of word sense ...first sense-tagged corpora produced for any language is English ... See full document
8
Crowdsourcing Experiment Designs for Chinese Word Sense Annotation
... The key of a successful game is that people are willing to spend long-enough time to play, because they are ‘enjoyed’ and ‘entertained.’ And to disguise a puzzle to a game needs a well-structured design that inspires ... See full document
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Number or Nuance: Which Factors Restrict Reliable Word Sense Annotation?
... reliable word sense annotation, focusing on the influence of the number of senses annotators use and the semantic granularity of those ...interannotator agreement (ITA) when tagging with ... See full document
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Embracing Ambiguity: A Comparison of Annotation Methodologies for Crowdsourcing Word Sense Labels
... crowdsourcing word sense annotations, focusing on two key aspects: (1) the annotation methodology itself, and (2) the restric- tion to single sense ...in sense inventory plays an ... See full document
7
Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation
... Word sense annotated corpora are useful resources for many text mining ...large-scale annotation efforts take special measures to reconcile inter-annotator ...including word senses, ... See full document
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The MASC Word Sense Corpus
... interannotator agreement is to confirm that the annotation guidelines and procedures are reliable, meaning that different people can perform the same annotation and produce roughly equivalent ...An ... See full document
6
Word Sense Annotation of Polysemous Words by Multiple Annotators
... evaluating WSD systems, but does not attempt to explain it. Factors that have been proposed as affecting human or sys- tem WSD include whether annotators are allowed to assign multilabels (V/eronis, 1998; Ide et al., ... See full document
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Investigations on Word Senses and Word Usages
... Manual word sense assignment is difficult for human annotators (Krishnamurthy and Nicholls, ...inter-annotator agreement (ITA) for fine-grained word sense assignment tasks has ranged ... See full document
9
Anveshan: A Framework for Analysis of Multiple Annotators’ Labeling Behavior
... an annotation typically addresses the question of whether different anno- tators (effectively) assign the same annotation la- ...including agreement coeffi- cients such as Krippendorff’s alpha ... See full document
9
Word Sense Induction for Novel Sense Detection
... novel sense or not. This binary dis- tinction is easier than fine-grained sense annota- tion, and since we do not use these annotations for formal evaluation — only for selecting items for our dataset — we ... See full document
11
Bayesian Word Sense Induction
... the sense distinctions which is fixed, and may not be en- tirely suitable for different ...when sense distinctions are inferred directly from the data, they are more likely to represent the task and domain ... See full document
9
Subjectivity Word Sense Disambiguation
... (Hovy et al., 2006)). We also have evidence that a moderate amount of manual annotation would be worth the effort. For example, let us order the lexi- con entries from highest to lowest by frequency in the MPQA ... See full document
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Measuring the Impact of Sense Similarity on Word Sense Induction
... approaches: sense discrimi- nation degrades notably as the sense relatedness in- ...different sense dis- tributions, varying number of senses, and for hu- man annotated sense similarity ...one ... See full document
11
Automatic Word Sense Discrimination
... Similarity in Word Space is based on second-order co-occurrence: two tokens or contexts of the ambiguous word are assigned to the same sense cluster if the words they co-occur with in tu[r] ... See full document
28
Word Sense Disambiguation Based on Structured Semantic Space
... Word Sense Disambiguation Based on Structured Semantic Space*.. semantic space, as a foundation for word sense.[r] ... See full document
10
Sense Embeddings in Knowledge Based Word Sense Disambiguation
... of sense embeddings creation and Lesk extension can be easily adapted to many language, requiring only a set of unannotated corpora, and a typical dictionary, thus, giving the possibility to create an efficient ... See full document
7
Enriching Wordnet for Word Sense Disambiguation
... a sense s of a word w can radically change the overlap result, as glosses form the primary ingredient to the sense ...appropriate sense of the concept in question using a Lesk like algorithm ... See full document
6
Anotação de corpus com a OpenWordNet PT: um exercício de desambiguação (Sense annotation with OpenWordNet PT: an exercise of word sense disambiguation)
... No atual contexto do processamento computacional das línguas, em que sistemas já não são protótipos, recursos capazes de lidar com o processamento de sentido estão no centro das atenções. Tais recursos podem assumir a ... See full document
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