Text, Speech and Dialogue
DOI: 10.1007/978-3-540-74628-7_27
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Cited by 301 publications
(221 citation statements)
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“…Consists of 5500 blog sentences annotated with Ekman basic emotions by 3 annotators with an average inter annotator agreement (kappa of 0.76) [18]. Table 3c shows the average distribution of different emotion classes over the 5 folds.…”
Section: Blog Datasetmentioning
confidence: 99%
See 1 more Smart Citation
“…Consists of 5500 blog sentences annotated with Ekman basic emotions by 3 annotators with an average inter annotator agreement (kappa of 0.76) [18]. Table 3c shows the average distribution of different emotion classes over the 5 folds.…”
Section: Blog Datasetmentioning
confidence: 99%
“…Existing general purpose emotion lexicons (GPELs) such as WordNet-Affect (WNA) [15], EmoSenticNet (ESN) [16] and NRC word-emotion lexicon [17], which are hand crafted, associate between words and emotions identified by Ekman and Plutchik. Emotion features extracted using the knowledge of the GPELs, when combined with traditional BoW features improved emotion classification significantly [18,19].…”
Section: Introductionmentioning
confidence: 99%
“…6, No. 9, 2015 241 | P a g e www.ijacsa.thesai.org  S. Aman and S. Szpakowicz in [18]. They introduced an Emotion annotation task by category, intensity and word/phrase.…”
Section: Hybrid Approachmentioning
confidence: 99%
“…Many methods have been reported that estimated the orientation (positive or negative contents) or the emotion of a sentence (Turney and Littman, 2003;Pang and Lee, 2008;Kim and Hovy, 2004;Alm et al, 2005;Aman and Szpakowicz, 2007;Strapparava and Mihalcea, 2008;Inkpen et al, 2009;Neviarouskaya et al, 2009). However, the studies did not address the task of collecting and analyzing impressive sentences to support the generation of such sentences.…”
Section: Related Studiesmentioning
confidence: 99%