Slovenian Emotion Dimension and Emotion Association Lexicon SloEmoLex 1.0

  Avtorji

Brglez, Mojca ; et al.prikaži vse

Brglez, Mojca ; Caporusso, Jaya ; Hoogland, Damar ; Koloski, Boshko ; Pollak, Senja ; Purver, Matthew

  Identifikator vnosa

http://hdl.handle.net/11356/1875

 Datum objave

2024-03-05

 Vrsta

lexicalConceptualResource, text

 Velikost

19998 entries

 Jezik(i)

Slovenian

 Opis

SloEmoLex is a lexicon of emotion, valence, arousal and dominance for 19,998 Slovenian entries. It includes and extends the Slovenian part of the LiLaH lexicon (Ljubešić et al., 2020; http://hdl.handle.net/11356/1318), in which words are annotated with binary values for association to one of the 8 basic emotions (anger, anticipation, disgust, fear, joy, sadness, surprise, trust) and binary values for association with positive/negative sentiment. SloEmoLex extends the LiLaH emotion lexicon with VAD scores from NRC VAD v1 (http://saifmohammad.com/WebPages/nrc-vad.html), and emotion intensity scores from NRC Emotion Intensity lexicon v1 (http://saifmohammad.com/WebPages/AffectIntensity.htm). Apart from the approx. 14,000 words present in Lilah, the lexicon includes 5,931 additional entries from the NRC VAD lexicon, some of which were translated with the use of sloWNet 3.1 (http://hdl.handle.net/11356/1026), and some entries (3,273) retained the machine translation provided in the Slovenian part of the NRC VAD lexicon. If you use this work, please cite our paper: Caporusso, Jaya, Hoogland, Damar, Brglez, Mojca, Kolosko, Boshko, Purver, Matthew, and Pollak, Senja, (to appear in 2024). A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media. To be presented at THE 2024 JOINT INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, LANGUAGE RESOURCES AND EVALUATION (LREC-COLING 2024) 20-25 MAY, 2024 / TORINO, ITALIA.

 Izdajatelj

Faculty of Arts, University of Ljubljana

 

Jožef Stefan Institute

 Zahvala

ARRS (Slovenian Research Agency) P2-103 "Knowledge Technologies"

ARRS (Slovenian Research Agency) J6-2581 "Računalniško podprta večjezična analiza novičarskega diskurza s kontekstualnimi besednimi vložitvami"

ARRS (Slovenian Research Agency) J5-3102 "SOVRAG: Hate speech in contemporary conceptualizations of nationalism, racism, gender and migration"

ARRS (Slovenian Research Agency) L2-50070 "Embeddings-based techniques for Media Monitoring Applications"

ARRS (Slovenian Research Agency) P6-0215 "Slovene Language - Basic, Contrastive, and Applied Studies"

 Ključne besede

emotion lexicon sentiment lexicon Plutchik VAD valence arousal dominance

 Zbirke

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