This paper describes experiments concerned with the automatic analysis of emotions in text. We describe the construction of a large data set annotated for six basic emotions: ANGER …
Emotions constitute a key factor in human nature and behavior. The most common way for people to express their opinions, thoughts and communicate with each other is via written …
K Machová, M Szabóova, J Paralič, J Mičko - Frontiers in Psychology, 2023 - frontiersin.org
Emotions are an integral part of human life. We know many different definitions of emotions. They are most often defined as a complex pattern of reactions, and they could be confused …
D Ghazi, D Inkpen, S Szpakowicz - … AI 2010, Ottawa, Canada, May 31 …, 2010 - Springer
We explore the task of automatic classification of texts by the emotions expressed. We consider how the presence of neutral instances affects the performance of distinguishing …
D Ghazi, D Inkpen, S Szpakowicz - Proceedings of the NAACL …, 2010 - aclanthology.org
We explore the task of automatic classification of texts by the emotions expressed. Our novel method arranges neutrality, polarity and emotions hierarchically. We test the method on two …
This survey describes recent works in the field of Emotion Detection from text, being a part of the broader area of Affective Computing. This survey has been inspired on the well-known …
V Anusha, B Sandhya - Advances in intelligent informatics, 2015 - Springer
In this modern era, we depend more and more on machines for day to day activities. However, there is a huge gap between computer and human in emotional thinking, which is …
A Agrawal, A An - … IEEE/WIC/ACM international conferences on …, 2012 - ieeexplore.ieee.org
Emotion detection from text is a relatively new classification task. This paper proposes a novel unsupervised context-based approach to detecting emotion from text at the sentence …
Emotions constitute a key factor in human communication. Human emotion can be expressed through various mediums such as speech, facial expressions, gestures and …