[HTML][HTML] Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach
Abstract Analysis of subjective texts like offensive content or hate speech is a great
challenge, especially regarding annotation process. Most of current annotation procedures …
challenge, especially regarding annotation process. Most of current annotation procedures …
Integrating open-and closed-ended questions on attitudes towards outgroups with different methods of text analysis
K Hansen, A Świderska - Behavior Research Methods, 2024 - Springer
Researchers in behavioral sciences often use closed-ended questions, forcing participants
to express even complex impressions or attitudes through a set of predetermined answers …
to express even complex impressions or attitudes through a set of predetermined answers …
Personal bias in prediction of emotions elicited by textual opinions
Abstract Analysis of emotions elicited by opinions, comments, or articles commonly exploits
annotated corpora, in which the labels assigned to documents average the views of all …
annotated corpora, in which the labels assigned to documents average the views of all …
Multi-level sentiment analysis of PolEmo 2.0: Extended corpus of multi-domain consumer reviews
In this article we present an extended version of PolEmo–a corpus of consumer reviews from
4 domains: medicine, hotels, products and school. Current version (PolEmo 2.0) contains …
4 domains: medicine, hotels, products and school. Current version (PolEmo 2.0) contains …
English WordNet 2020: Improving and extending a WordNet for English using an open-source methodology
WordNet, while one of the most widely used resources for NLP, has not been updated for a
long time, and as such a new project English WordNet has arisen to continue the …
long time, and as such a new project English WordNet has arisen to continue the …
[HTML][HTML] Map** WordNet onto human brain connectome in emotion processing and semantic similarity recognition
In this article we extend a WordNet structure with relations linking synsets to Desikan's brain
regions. Based on lexicographer files and WordNet Domains the map** goes from synset …
regions. Based on lexicographer files and WordNet Domains the map** goes from synset …
Studemo: A non-aggregated review dataset for personalized emotion recognition
Humans' emotional perception is subjective by nature, in which each individual could
express different emotions regarding the same textual content. Existing datasets for emotion …
express different emotions regarding the same textual content. Existing datasets for emotion …
Emotion norms for 6000 Polish word meanings with a direct map** to the Polish wordnet
Emotion lexicons are useful in research across various disciplines, but the availability of
such resources remains limited for most languages. While existing emotion lexicons typically …
such resources remains limited for most languages. While existing emotion lexicons typically …
Aspectemo: multi-domain corpus of consumer reviews for aspect-based sentiment analysis
J Kocoń, J Radom, E Kaczmarz-Wawryk… - … Conference on Data …, 2021 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) is a text analysis method that categorizes data by
aspects and identifies the sentiment assigned to each aspect. Aspect-based sentiment …
aspects and identifies the sentiment assigned to each aspect. Aspect-based sentiment …
Multilingual and language-agnostic recognition of emotions, valence and arousal in large-scale multi-domain text reviews
In this article we present extended results obtained on the multidomain dataset of Polish text
reviews collected within the Sentimenti project. We present preliminary results of …
reviews collected within the Sentimenti project. We present preliminary results of …