Clustering emotions in Portuguese

In this paper we present some exploratory studies of emotion words basedon large annotated corpora Portuguese. Those were automaticallyannotated with emotionality, and each word was assigned one or moregroups out 26 groups. Our goal is to evaluate those groups byapplying different statistical approaches our material, namely based on (a)co-occurrence in a sentence as sign closeness meaning, (b) wordembeddings. After looking at the full turn attention twospecific groups: Amor (‘love’) Desespero (‘despair’), investigating whether clustering underlying techniquescan help improve shape, redesign, particular thepaper suggest novel forms measuring semantic coherence wordembedding models. Since computational research Portuguese stillrare, methods resources will lay ground for future investigations.@font-face{font-family:"Cambria Math";panose-1:2 4 5 3 6 2 4;mso-font-charset:0;mso-generic-font-family:roman;mso-font-pitch:variable;mso-font-signature:-536870145 1107305727 0 415 0;}@font-face{font-family:Times;panose-1:0 0;mso-font-charset:0;mso-generic-font-family:auto;mso-font-pitch:variable;mso-font-signature:-536870145 1342185562 0;}p.MsoNormal, li.MsoNormal, div.MsoNormal{mso-style-unhide:no;mso-style-qformat:yes;mso-style-parent:"";margin:0in;mso-pagination:none;mso-hyphenate:none;font-size:11.0pt;font-family:"Times New Roman",serif;mso-fareast-font-family:"Times Roman";mso-ansi-language:EN-US;mso-fareast-language:EN-US;}.MsoChpDefault{mso-style-type:export-only;mso-default-props:yes;font-size:11.0pt;mso-ansi-font-size:11.0pt;mso-bidi-font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Calibri;mso-fareast-theme-font:minor-latin;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-bidi;mso-ansi-language:EN-US;mso-fareast-language:EN-US;}.MsoPapDefault{mso-style-type:export-only;mso-hyphenate:none;}div.WordSection1{page:WordSection1;}